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serif;--wp--preset--font-family--urbanist: Urbanist, sans-serif;--wp--preset--font-family--work-sans: 'Work Sans', sans-serif;--wp--preset--font-family--system-font: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen-Sans, Ubuntu, Cantarell, 'Helvetica Neue', sans-serif;--wp--preset--spacing--20: 0.44rem;--wp--preset--spacing--30: 0.67rem;--wp--preset--spacing--40: 1rem;--wp--preset--spacing--50: 1.5rem;--wp--preset--spacing--60: 2.25rem;--wp--preset--spacing--70: 3.38rem;--wp--preset--spacing--80: 5.06rem;--wp--preset--shadow--natural: 6px 6px 9px rgba(0, 0, 0, 0.2);--wp--preset--shadow--deep: 12px 12px 50px rgba(0, 0, 0, 0.4);--wp--preset--shadow--sharp: 6px 6px 0px rgba(0, 0, 0, 0.2);--wp--preset--shadow--outlined: 6px 6px 0px -3px rgb(255, 255, 255), 6px 6px rgb(0, 0, 0);--wp--preset--shadow--crisp: 6px 6px 0px rgb(0, 0, 0);}.wp-block-button{--wp--preset--dimension--25: 25%;--wp--preset--dimension--50: 50%;--wp--preset--dimension--75: 75%;--wp--preset--dimension--100: 100%;}:root { --wp--style--global--content-size: 620px;--wp--style--global--wide-size: 1000px; }:where(body) { margin: 0; }.wp-site-blocks { padding-top: var(--wp--style--root--padding-top); padding-bottom: var(--wp--style--root--padding-bottom); }.has-global-padding { padding-right: var(--wp--style--root--padding-right); padding-left: var(--wp--style--root--padding-left); }.has-global-padding > .alignfull { margin-right: calc(var(--wp--style--root--padding-right) * -1); margin-left: calc(var(--wp--style--root--padding-left) * -1); }
127.has-global-padding :where(:not(.alignfull.is-layout-flow) > .has-global-padding:not(.wp-block-block, .alignfull)) { padding-right: 0; padding-left: 0; }.has-global-padding :where(:not(.alignfull.is-layout-flow) > .has-global-padding:not(.wp-block-block, .alignfull)) > .alignfull { margin-left: 0; margin-right: 0; }.wp-site-blocks > .alignleft { float: left; margin-right: 2em; }.wp-site-blocks > .alignright { float: right; margin-left: 2em; }.wp-site-blocks > .aligncenter { justify-content: center; margin-left: auto; margin-right: auto; }:where(.wp-site-blocks) > * { margin-block-start: 1.5rem; margin-block-end: 0; }:where(.wp-site-blocks) > :first-child { margin-block-start: 0; }:where(.wp-site-blocks) > :last-child { margin-block-end: 0; }:root { --wp--style--block-gap: 1.5rem; }:root :where(.is-layout-flow) > :first-child{margin-block-start: 0;}:root :where(.is-layout-flow) > :last-child{margin-block-end: 0;}:root :where(.is-layout-flow) > *{margin-block-start: 1.5rem;margin-block-end: 0;}:root :where(.is-layout-constrained) > :first-child{margin-block-start: 0;}:root :where(.is-layout-constrained) > :last-child{margin-block-end: 0;}:root :where(.is-layout-constrained) > *{margin-block-start: 1.5rem;margin-block-end: 0;}:root :where(.is-layout-flex){gap: 1.5rem;}:root :where(.is-layout-grid){gap: 1.5rem;}.is-layout-flow > .alignleft{float: left;margin-inline-start: 0;margin-inline-end: 2em;}.is-layout-flow > .alignright{float: right;margin-inline-start: 2em;margin-inline-end: 0;}.is-layout-flow > .aligncenter{margin-left: auto !important;margin-right: auto !important;}.is-layout-constrained > .alignleft{float: left;margin-inline-start: 0;margin-inline-end: 2em;}.is-layout-constrained > .alignright{float: right;margin-inline-start: 2em;margin-inline-end: 0;}.is-layout-constrained > .aligncenter{margin-left: auto !important;margin-right: auto !important;}.is-layout-constrained > :where(:not(.alignleft):not(.alignright):not(.alignfull)){max-width: var(--wp--style--global--content-size);margin-left: auto !important;margin-right: auto !important;}.is-layout-constrained > .alignwide{max-width: var(--wp--style--global--wide-size);}body .is-layout-flex{display: flex;}.is-layout-flex{flex-wrap: wrap;align-items: center;}.is-layout-flex > :is(*, div){margin: 0;}body .is-layout-grid{display: grid;}.is-layout-grid > :is(*, div){margin: 0;}body{background-color: var(--wp--preset--color--background);color: var(--wp--preset--color--foreground);font-family: var(--wp--preset--font-family--dm-sans);font-size: clamp(0.875rem, 0.875rem + ((1vw - 0.2rem) * 0.529), 1.1rem);font-style: normal;font-weight: 400;line-height: 1.6;--wp--style--root--padding-top: 0;--wp--style--root--padding-right: 0;--wp--style--root--padding-bottom: 0;--wp--style--root--padding-left: 0;}a:where(:not(.wp-element-button)){color: var(--wp--preset--color--primary);}:root :where(a:where(:not(.wp-element-button)):hover){color: var(--wp--preset--color--vivid-cyan-blue);text-decoration: none;}h1, h2, h3, h4, h5, h6{font-style: normal;font-weight: 300;letter-spacing: -0.02em;line-height: 1.3;}h1{font-size: var(--wp--preset--font-size--x-large);font-style: normal;font-weight: 600;}h2{font-size: var(--wp--preset--font-size--large);font-style: normal;font-weight: 600;}h3{font-size: clamp(1.188rem, 1.188rem + ((1vw - 0.2rem) * 1.628), 1.88rem);font-style: normal;font-weight: 700;}h4{font-size: clamp(1.055rem, 1.055rem + ((1vw - 0.2rem) * 1.353), 1.63rem);font-style: normal;font-weight: 600;}h5{font-size: clamp(0.918rem, 0.918rem + ((1vw - 0.2rem) * 1.087), 1.38rem);font-style: normal;font-weight: 600;}h6{font-size: clamp(0.875rem, 0.875rem + ((1vw - 0.2rem) * 0.882), 1.25rem);}:root :where(.wp-element-button, .wp-block-button__link){background-color: var(--wp--preset--color--primary);border-radius: 0.25rem;border-width: 0;color: var(--wp--preset--color--background);font-family: inherit;font-size: clamp(0.918rem, 0.918rem + ((1vw - 0.2rem) * 1.087), 1.38rem);font-style: inherit;font-weight: inherit;letter-spacing: inherit;line-height: inherit;padding-top: calc(0.667em + 2px);padding-right: calc(1.333em + 2px);padding-bottom: calc(0.667em + 2px);padding-left: calc(1.333em + 2px);text-decoration: none;text-transform: inherit;}:root :where(.wp-element-button:hover, .wp-block-button__link:hover){background-color: var(--wp--preset--color--secondary);color: var(--wp--preset--color--background);}:root :where(.wp-element-button:focus, .wp-block-button__link:focus){background-color: var(--wp--preset--color--primary);color: var(--wp--preset--color--background);outline-color: var(--wp--preset--color--primary);outline-offset: 2px;outline-style: dotted;outline-width: 1px;}:root :where(.wp-element-button:active, .wp-block-button__link:active){background-color: var(--wp--preset--color--primary);color: var(--wp--preset--color--background);}.has-black-color{color: var(--wp--preset--color--black) !important;}.has-cyan-bluish-gray-color{color: var(--wp--preset--color--cyan-bluish-gray) !important;}.has-white-color{color: var(--wp--preset--color--white) !important;}.has-pale-pink-color{color: var(--wp--preset--color--pale-pink) !important;}.has-vivid-red-color{color: var(--wp--preset--color--vivid-red) !important;}.has-luminous-vivid-orange-color{color: var(--wp--preset--color--luminous-vivid-orange) !important;}.has-luminous-vivid-amber-color{color: var(--wp--preset--color--luminous-vivid-amber) !important;}.has-light-green-cyan-color{color: var(--wp--preset--color--light-green-cyan) !important;}.has-vivid-green-cyan-color{color: var(--wp--preset--color--vivid-green-cyan) !important;}.has-pale-cyan-blue-color{color: var(--wp--preset--color--pale-cyan-blue) !important;}.has-vivid-cyan-blue-color{color: var(--wp--preset--color--vivid-cyan-blue) !important;}.has-vivid-purple-color{color: var(--wp--preset--color--vivid-purple) !important;}.has-primary-color{color: var(--wp--preset--color--primary) !important;}.has-secondary-color{color: var(--wp--preset--color--secondary) !important;}.has-foreground-color{color: var(--wp--preset--color--foreground) !important;}.has-background-color{color: var(--wp--preset--color--background) !important;}.has-tertiary-color{color: var(--wp--preset--color--tertiary) !important;}.has-custom-color-1-color{color: var(--wp--preset--color--custom-color-1) !important;}.has-custom-color-2-color{color: var(--wp--preset--color--custom-color-2) !important;}.has-custom-color-3-color{color: var(--wp--preset--color--custom-color-3) !important;}.has-custom-color-4-color{color: var(--wp--preset--color--custom-color-4) !important;}.has-black-background-color{background-color: var(--wp--preset--color--black) !important;}.has-cyan-bluish-gray-background-color{background-color: var(--wp--preset--color--cyan-bluish-gray) !important;}.has-white-background-color{background-color: var(--wp--preset--color--white) !important;}.has-pale-pink-background-color{background-color: var(--wp--preset--color--pale-pink) !important;}.has-vivid-red-background-color{background-color: var(--wp--preset--color--vivid-red) !important;}.has-luminous-vivid-orange-background-color{background-color: var(--wp--preset--color--luminous-vivid-orange) !important;}.has-luminous-vivid-amber-background-color{background-color: var(--wp--preset--color--luminous-vivid-amber) !important;}.has-light-green-cyan-background-color{background-color: var(--wp--preset--color--light-green-cyan) !important;}.has-vivid-green-cyan-background-color{background-color: var(--wp--preset--color--vivid-green-cyan) !important;}.has-pale-cyan-blue-background-color{background-color: var(--wp--preset--color--pale-cyan-blue) !important;}.has-vivid-cyan-blue-background-color{background-color: var(--wp--preset--color--vivid-cyan-blue) !important;}.has-vivid-purple-background-color{background-color: var(--wp--preset--color--vivid-purple) !important;}.has-primary-background-color{background-color: var(--wp--preset--color--primary) !important;}.has-secondary-background-color{background-color: var(--wp--preset--color--secondary) !important;}.has-foreground-background-color{background-color: var(--wp--preset--color--foreground) !important;}.has-background-background-color{background-color: var(--wp--preset--color--background) !important;}.has-tertiary-background-color{background-color: var(--wp--preset--color--tertiary) !important;}.has-custom-color-1-background-color{background-color: var(--wp--preset--color--custom-color-1) !important;}.has-custom-color-2-background-color{background-color: var(--wp--preset--color--custom-color-2) !important;}.has-custom-color-3-background-color{background-color: var(--wp--preset--color--custom-color-3) !important;}.has-custom-color-4-background-color{background-color: var(--wp--preset--color--custom-color-4) !important;}.has-black-border-color{border-color: var(--wp--preset--color--black) !important;}.has-cyan-bluish-gray-border-color{border-color: var(--wp--preset--color--cyan-bluish-gray) !important;}.has-white-border-color{border-color: var(--wp--preset--color--white) !important;}.has-pale-pink-border-color{border-color: var(--wp--preset--color--pale-pink) !important;}.has-vivid-red-border-color{border-color: var(--wp--preset--color--vivid-red) !important;}.has-luminous-vivid-orange-border-color{border-color: var(--wp--preset--color--luminous-vivid-orange) !important;}.has-luminous-vivid-amber-border-color{border-color: var(--wp--preset--color--luminous-vivid-amber) !important;}.has-light-green-cyan-border-color{border-color: var(--wp--preset--color--light-green-cyan) !important;}.has-vivid-green-cyan-border-color{border-color: var(--wp--preset--color--vivid-green-cyan) !important;}.has-pale-cyan-blue-border-color{border-color: var(--wp--preset--color--pale-cyan-blue) !important;}.has-vivid-cyan-blue-border-color{border-color: var(--wp--preset--color--vivid-cyan-blue) !important;}.has-vivid-purple-border-color{border-color: var(--wp--preset--color--vivid-purple) !important;}.has-primary-border-color{border-color: var(--wp--preset--color--primary) !important;}.has-secondary-border-color{border-color: var(--wp--preset--color--secondary) !important;}.has-foreground-border-color{border-color: var(--wp--preset--color--foreground) !important;}.has-background-border-color{border-color: var(--wp--preset--color--background) !important;}.has-tertiary-border-color{border-color: var(--wp--preset--color--tertiary) !important;}.has-custom-color-1-border-color{border-color: var(--wp--preset--color--custom-color-1) !important;}.has-custom-color-2-border-color{border-color: var(--wp--preset--color--custom-color-2) !important;}.has-custom-color-3-border-color{border-color: var(--wp--preset--color--custom-color-3) !important;}.has-custom-color-4-border-color{border-color: var(--wp--preset--color--custom-color-4) !important;}.has-vivid-cyan-blue-to-vivid-purple-gradient-background{background: var(--wp--preset--gradient--vivid-cyan-blue-to-vivid-purple) !important;}.has-light-green-cyan-to-vivid-green-cyan-gradient-background{background: var(--wp--preset--gradient--light-green-cyan-to-vivid-green-cyan) !important;}.has-luminous-vivid-amber-to-luminous-vivid-orange-gradient-background{background: var(--wp--preset--gradient--luminous-vivid-amber-to-luminous-vivid-orange) !important;}.has-luminous-vivid-orange-to-vivid-red-gradient-background{background: var(--wp--preset--gradient--luminous-vivid-orange-to-vivid-red) !important;}
127.has-very-light-gray-to-cyan-bluish-gray-gradient-background{background: var(--wp--preset--gradient--very-light-gray-to-cyan-bluish-gray) !important;}.has-cool-to-warm-spectrum-gradient-background{background: var(--wp--preset--gradient--cool-to-warm-spectrum) !important;}.has-blush-light-purple-gradient-background{background: var(--wp--preset--gradient--blush-light-purple) !important;}.has-blush-bordeaux-gradient-background{background: var(--wp--preset--gradient--blush-bordeaux) !important;}.has-luminous-dusk-gradient-background{background: var(--wp--preset--gradient--luminous-dusk) !important;}.has-pale-ocean-gradient-background{background: var(--wp--preset--gradient--pale-ocean) !important;}.has-electric-grass-gradient-background{background: var(--wp--preset--gradient--electric-grass) !important;}.has-midnight-gradient-background{background: var(--wp--preset--gradient--midnight) !important;}.has-small-font-size{font-size: var(--wp--preset--font-size--small) !important;}.has-medium-font-size{font-size: var(--wp--preset--font-size--medium) !important;}.has-large-font-size{font-size: var(--wp--preset--font-size--large) !important;}.has-x-large-font-size{font-size: var(--wp--preset--font-size--x-large) !important;}.has-albert-sans-font-family{font-family: var(--wp--preset--font-family--albert-sans) !important;}.has-alegreya-font-family{font-family: var(--wp--preset--font-family--alegreya) !important;}.has-arvo-font-family{font-family: var(--wp--preset--font-family--arvo) !important;}.has-bodoni-moda-font-family{font-family: var(--wp--preset--font-family--bodoni-moda) !important;}.has-bricolage-grotesque-font-family{font-family: var(--wp--preset--font-family--bricolage-grotesque) !important;}.has-cabin-font-family{font-family: var(--wp--preset--font-family--cabin) !important;}.has-chivo-font-family{font-family: var(--wp--preset--font-family--chivo) !important;}.has-commissioner-font-family{font-family: var(--wp--preset--font-family--commissioner) !important;}.has-cormorant-font-family{font-family: var(--wp--preset--font-family--cormorant) !important;}.has-courier-prime-font-family{font-family: var(--wp--preset--font-family--courier-prime) !important;}.has-crimson-pro-font-family{font-family: var(--wp--preset--font-family--crimson-pro) !important;}.has-dm-mono-font-family{font-family: var(--wp--preset--font-family--dm-mono) !important;}.has-dm-sans-font-family{font-family: var(--wp--preset--font-family--dm-sans) !important;}.has-dm-serif-display-font-family{font-family: var(--wp--preset--font-family--dm-serif-display) !important;}.has-domine-font-family{font-family: var(--wp--preset--font-family--domine) !important;}.has-eb-garamond-font-family{font-family: var(--wp--preset--font-family--eb-garamond) !important;}.has-epilogue-font-family{font-family: var(--wp--preset--font-family--epilogue) !important;}.has-fahkwang-font-family{font-family: var(--wp--preset--font-family--fahkwang) !important;}.has-figtree-font-family{font-family: var(--wp--preset--font-family--figtree) !important;}.has-fira-sans-font-family{font-family: var(--wp--preset--font-family--fira-sans) !important;}.has-fjalla-one-font-family{font-family: var(--wp--preset--font-family--fjalla-one) !important;}.has-fraunces-font-family{font-family: var(--wp--preset--font-family--fraunces) !important;}.has-gabarito-font-family{font-family: var(--wp--preset--font-family--gabarito) !important;}.has-ibm-plex-mono-font-family{font-family: var(--wp--preset--font-family--ibm-plex-mono) !important;}.has-ibm-plex-sans-font-family{font-family: var(--wp--preset--font-family--ibm-plex-sans) !important;}.has-ibarra-real-nova-font-family{font-family: var(--wp--preset--font-family--ibarra-real-nova) !important;}.has-instrument-serif-font-family{font-family: var(--wp--preset--font-family--instrument-serif) !important;}.has-inter-font-family{font-family: var(--wp--preset--font-family--inter) !important;}.has-josefin-sans-font-family{font-family: var(--wp--preset--font-family--josefin-sans) !important;}.has-jost-font-family{font-family: var(--wp--preset--font-family--jost) !important;}.has-libre-baskerville-font-family{font-family: var(--wp--preset--font-family--libre-baskerville) !important;}.has-libre-franklin-font-family{font-family: var(--wp--preset--font-family--libre-franklin) !important;}.has-literata-font-family{font-family: var(--wp--preset--font-family--literata) !important;}.has-lora-font-family{font-family: var(--wp--preset--font-family--lora) !important;}.has-merriweather-font-family{font-family: var(--wp--preset--font-family--merriweather) !important;}.has-montserrat-font-family{font-family: var(--wp--preset--font-family--montserrat) !important;}.has-newsreader-font-family{font-family: var(--wp--preset--font-family--newsreader) !important;}.has-noto-sans-mono-font-family{font-family: var(--wp--preset--font-family--noto-sans-mono) !important;}.has-nunito-font-family{font-family: var(--wp--preset--font-family--nunito) !important;}.has-open-sans-font-family{font-family: var(--wp--preset--font-family--open-sans) !important;}.has-overpass-font-family{font-family: var(--wp--preset--font-family--overpass) !important;}.has-pt-serif-font-family{font-family: var(--wp--preset--font-family--pt-serif) !important;}.has-petrona-font-family{font-family: var(--wp--preset--font-family--petrona) !important;}.has-piazzolla-font-family{font-family: var(--wp--preset--font-family--piazzolla) !important;}.has-playfair-display-font-family{font-family: var(--wp--preset--font-family--playfair-display) !important;}.has-plus-jakarta-sans-font-family{font-family: var(--wp--preset--font-family--plus-jakarta-sans) !important;}.has-poppins-font-family{font-family: var(--wp--preset--font-family--poppins) !important;}.has-raleway-font-family{font-family: var(--wp--preset--font-family--raleway) !important;}.has-roboto-font-family{font-family: var(--wp--preset--font-family--roboto) !important;}.has-roboto-slab-font-family{font-family: var(--wp--preset--font-family--roboto-slab) !important;}.has-rubik-font-family{font-family: var(--wp--preset--font-family--rubik) !important;}.has-rufina-font-family{font-family: var(--wp--preset--font-family--rufina) !important;}.has-sora-font-family{font-family: var(--wp--preset--font-family--sora) !important;}.has-source-sans-3-font-family{font-family: var(--wp--preset--font-family--source-sans-3) !important;}.has-source-serif-4-font-family{font-family: var(--wp--preset--font-family--source-serif-4) !important;}.has-space-mono-font-family{font-family: var(--wp--preset--font-family--space-mono) !important;}.has-syne-font-family{font-family: var(--wp--preset--font-family--syne) !important;}.has-texturina-font-family{font-family: var(--wp--preset--font-family--texturina) !important;}.has-urbanist-font-family{font-family: var(--wp--preset--font-family--urbanist) !important;}.has-work-sans-font-family{font-family: var(--wp--preset--font-family--work-sans) !important;}.has-system-font-font-family{font-family: var(--wp--preset--font-family--system-font) !important;}
128code {
129    font-size: 0.95rem;
130		font-weight: bold;
131		color: rgb(218, 97, 87);
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214<meta name="description" content="TL;DR – We’re excited to introduce voyage-3.5 and voyage-3.5-lite, the latest generation of our embedding models. These models offer improved retrieval quality over voyage-3 and voyage-3-lite at the same price, setting a new frontier for price-performance. Both models support embeddings in 2048, 1024, 512, and 256 dimensions, with multiple quantization options enabled by Matryoshka learning&hellip;" />
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351<div class="has-link-color wp-elements-2 wp-block-post-date has-text-color has-secondary-color has-small-font-size"><time datetime="2025-05-20T06:05:00-07:00">May 20, 2025</time></div></div>
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358<div class="wp-block-column is-layout-flow wp-block-column-is-layout-flow" style="flex-basis:55%"><h2 class="has-text-align-left wp-block-post-title">voyage-3.5 and voyage-3.5-lite: improved quality for a new retrieval frontier</h2></div>
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375<p class="has-custom-color-2-background-color has-background wp-block-paragraph">TL;DR – We’re excited to introduce <strong><code>voyage-3.5</code> </strong>and <strong><code>voyage-3.5-lite</code></strong>, the latest generation of our embedding models. These models offer improved retrieval quality over <strong><code>voyage-3</code></strong> and <strong><code>voyage-3-lite</code></strong> at the same price, setting a new frontier for price-performance. Both models support embeddings in 2048, 1024, 512, and 256 dimensions, with multiple quantization options enabled by Matryoshka learning and quantization-aware training. <strong><code>voyage-3.5</code> </strong>and <strong><code>voyage-3.5-lite</code></strong> outperform OpenAI-v3-large by 8.26% and 6.34%, respectively, on average across evaluated domains, with 2.2x and 6.5x lower respective costs and a 1.5x smaller embedding dimension. Compared with OpenAI-v3-large (float, 3072), <strong><code>voyage-3.5</code></strong> (int8, 2048) and <strong><code>voyage-3.5-lite</code></strong> (int8, 2048) reduce vector database costs by 83%, while achieving higher retrieval quality.</p>
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379<p class="wp-block-paragraph">Today, we’re excited to introduce <strong><code>voyage-3.5</code> </strong>and <strong><code>voyage-3.5-lite</code></strong>, which maintain the same sizes as their predecessors—<code><strong>voyage-3</strong> </code>and <strong><code>voyage-3-lite</code></strong>—but offer improved quality for a new retrieval frontier.</p>
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383<p class="wp-block-paragraph">As we see in the figure below, <strong><code>voyage-3.5</code></strong> improves retrieval quality over <strong><code>voyage-3</code></strong> by 2.66%, and <strong><code>voyage-3.5-lite</code></strong> improves over <strong><code>voyage-3-lite</code></strong> by 4.28%—both maintaining a 32K context length and their respective price points of $0.06 and $0.02 per 
3831M tokens.</p>
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387<figure class="wp-block-image size-large"><img data-recalc-dims="1" fetchpriority="high" decoding="async" width="1024" height="958" data-attachment-id="1883" data-permalink="https://blog.voyageai.com/2025/05/20/voyage-3-5/quality-vs-price/" data-orig-file="https://i0.wp.com/blog.voyageai.com/wp-content/uploads/2025/05/quality-vs-price.png?fit=1096%2C1025&amp;quality=80&amp;ssl=1" data-orig-size="1096,1025" data-comments-opened="1" data-image-meta="{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}" data-image-title="quality-vs-price" data-image-description="" data-image-caption="" data-large-file="https://i0.wp.com/blog.voyageai.com/wp-content/uploads/2025/05/quality-vs-price.png?fit=1024%2C958&amp;quality=80&amp;ssl=1" src="https://i0.wp.com/blog.voyageai.com/wp-content/uploads/2025/05/quality-vs-price.png?resize=1024%2C958&#038;quality=80&#038;ssl=1" alt="" class="wp-image-1883" style="aspect-ratio:1.0689079252195464" srcset="https://i0.wp.com/blog.voyageai.com/wp-content/uploads/2025/05/quality-vs-price.png?resize=1024%2C958&amp;quality=80&amp;ssl=1 1024w, https://i0.wp.com/blog.voyageai.com/wp-content/uploads/2025/05/quality-vs-price.png?resize=300%2C281&amp;quality=80&amp;ssl=1 300w, https://i0.wp.com/blog.voyageai.com/wp-content/uploads/2025/05/quality-vs-price.png?resize=768%2C718&amp;quality=80&amp;ssl=1 768w, https://i0.wp.com/blog.voyageai.com/wp-content/uploads/2025/05/quality-vs-price.png?w=1096&amp;quality=80&amp;ssl=1 1096w" sizes="(max-width: 1000px) 100vw, 1000px" /></figure>
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391<p class="wp-block-paragraph"><strong><code>voyage-3.5</code></strong> and <strong><code>voyage-3.5-lite</code></strong> also outperform OpenAI-v3-large by 8.26% and 6.34%, respectively, with <strong><code>voyage-3.5</code></strong> also outperforming Cohere-v4 by 1.63%. <strong><code>voyage-3.5-lite</code></strong> achieves retrieval quality within 0.3% of Cohere-v4 at 1/6 the cost. Both models advance the cost-performance ratio of embedding models to a new state-of-the-art through an improved mixture of training data, distillation from <strong><code>voyage-3-large</code></strong>, and the use of Voyage AI rerankers.<br><br><strong>Matryoshka embeddings and quantization.</strong> <code>voyage-3.5</code> and <code>voyage-3.5-lite</code> support 2048, 1024, 512, and 256 dimensional embeddings enabled by <a href="https://arxiv.org/abs/2205.13147?_kx=TdpXFbbY158jONPIc5tqSw.VU3S4W" class="external" rel="nofollow" target="_blank">Matryoshka learning</a> and multiple embedding quantization options—including 32-bit floating point, signed and unsigned 8-bit integer, and binary precision—while minimizing quality loss. Compared with OpenAI-v3-large (float, 3072), <code>voyage-3.5</code> and <code>voyage-3.5-lite</code> (both int8, 2048) reduce vector database costs by 83%, while achieving outperformance of 8.25% and 6.35% respectively. Further, comparing OpenAI-v3-large (float, 3072) with <code>voyage-3.5</code> and <code>voyage-3.5-lite</code> (both binary, 1024), vector database costs are reduced by 99%, with outperformance of 3.63% and 1.29% respectively.</p>
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395<figure class="wp-block-image size-large"><img data-recalc-dims="1" decoding="async" width="1024" height="944" data-attachment-id="1899" data-permalink="https://blog.voyageai.com/2025/05/20/voyage-3-5/costquality-final/" data-orig-file="https://i0.wp.com/blog.voyageai.com/wp-content/uploads/2025/05/costquality-final.jpeg?fit=1048%2C966&amp;quality=89&amp;ssl=1" data-orig-size="1048,966" data-comments-opened="1" data-image-meta="{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;1&quot;}" data-image-title="costquality-final" data-image-description="" data-image-caption="" data-large-file="https://i0.wp.com/blog.voyageai.com/wp-content/uploads/2025/05/costquality-final.jpeg?fit=1024%2C944&amp;quality=89&amp;ssl=1" src="https://i0.wp.com/blog.voyageai.com/wp-content/uploads/2025/05/costquality-final.jpeg?resize=1024%2C944&#038;quality=89&#038;ssl=1" alt="" class="wp-image-1899" srcset="https://i0.wp.com/blog.voyageai.com/wp-content/uploads/2025/05/costquality-final.jpeg?resize=1024%2C944&amp;quality=89&amp;ssl=1 1024w, https://i0.wp.com/blog.voyageai.com/wp-content/uploads/2025/05/costquality-final.jpeg?resize=300%2C277&amp;quality=89&amp;ssl=1 300w, https://i0.wp.com/blog.voyageai.com/wp-content/uploads/2025/05/costquality-final.jpeg?resize=768%2C708&amp;quality=89&amp;ssl=1 768w, https://i0.wp.com/blog.voyageai.com/wp-content/uploads/2025/05/costquality-final.jpeg?w=1048&amp;quality=89&amp;
395ssl=1 1048w" sizes="(max-width: 1000px) 100vw, 1000px" /></figure>
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399<h2 class="wp-block-heading">Evaluation Details</h2>
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403<p class="wp-block-paragraph"><strong>Datasets.</strong> We evaluate on 100 datasets spanning eight domains: technical documentation, code, law, finance, web reviews, multilingual, long documents, and conversations. Each dataset consists of a corpus (e.g., technical documentation, court opinions) and queries (e.g., questions, summaries). The following table lists the datasets in the eight categories except multilingual, which includes 62 datasets covering 26 languages. A list of all evaluation datasets is available in<a href="https://docs.google.com/spreadsheets/d/1Su4k9pfLgKfLQCLlqz-SlW9aErEJXOPYZyhZ_XbViFI" class="external" rel="nofollow" target="_blank"> </a><a href="https://docs.google.com/spreadsheets/d/1KeNJMrYcRy9WdbL5CdE-4AWZmu7fDtJsSgIfafmByzw/edit?gid=0#gid=0" class="external" rel="nofollow" target="_blank">this spreadsheet</a>.</p>
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407<figure class="wp-block-table"><table class="has-fixed-layout"><thead><tr><th><strong>Category</strong></th><th><strong>Descriptions</strong></th><th><strong>Datasets</strong></th></tr></thead><tbody><tr><td>TECH</td><td>Technical documentation</td><td>Cohere, 5G, OneSignal, LangChain, PyTorch</td></tr><tr><td>CODE</td><td>Code snippets, docstrings</td><td>LeetCodeCpp-rtl, LeetCodeJava-rtl, LeetCodePython-rtl, HumanEval-rtl, MBPP-rtl, DS1000-referenceonly-rtl, DS1000-rtl, APPS-rtl</td></tr><tr><td>LAW</td><td>Cases, court opinions, statutes, patents</td><td><a href="https://huggingface.co/datasets/mteb/LeCaRDv2" class="external" rel="nofollow" target="_blank">LeCaRDv2</a>, <a href="https://huggingface.co/datasets/mteb/LegalQuAD" class="external" rel="nofollow" target="_blank">LegalQuAD</a>, <a href="https://huggingface.co/datasets/mteb/legal_summarization" class="external" rel="nofollow" target="_blank">LegalSummarization</a>, <a href="https://huggingface.co/datasets/mteb/AILA_casedocs" class="external" rel="nofollow" target="_blank">AILA casedocs</a>, <a href="https://huggingface.co/datasets/mteb/AILA_statutes" class="external" rel="nofollow" target="_blank">AILA statutes</a></td></tr><tr><td>FINANCE</td><td>SEC filings, finance QA</td><td>RAG benchmark (Apple-10K-2022), FinanceBench, TAT-QA-rtl, Finance Alpaca, FiQA-Personal-Finance-rtl, Stock News Sentiment, ConvFinQA-rtl, FinQA-rtl, HC3 Finance</td></tr><tr><td>WEB</td><td>Reviews, forum posts, policy pages</td><td>Huffpostsports, Huffpostscience, Doordash, Health4CA</td></tr><tr><td>LONG-CONTEXT</td><td>Long documents on assorted topics: government reports, academic papers, and dialogues</td><td><a href="https://huggingface.co/datasets/dwzhu/LongEmbed" class="external" rel="nofollow" target="_blank">NarrativeQA</a>, <a href="https://huggingface.co/datasets/dwzhu/LongEmbed" class="external" rel="nofollow" target="_blank">Needle</a>, <a href="https://huggingface.co/datasets/dwzhu/LongEmbed" class="external" rel="nofollow" target="_blank">Passkey</a>, <a href="https://huggingface.co/datasets/dwzhu/LongEmbed" class="external" rel="nofollow" target="_blank">QMSum</a>, <a href="https://huggingface.co/datasets/dwzhu/LongEmbed" class="external" rel="nofollow" target="_blank">SummScreenFD</a>, <a href="https://huggingface.co/datasets/dwzhu/LongEmbed" class="external" rel="nofollow" target="_blank">WikimQA</a></td></tr><tr><td>CONVERSATION</td><td>Meeting transcripts, dialogues</td><td>Dialog Sum, QA Conv, HQA</td></tr></tbody></table></figure>
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411<p class="wp-block-paragraph"><strong>Models</strong>. We evaluate <strong><code>voyage-3.5</code></strong> and <strong><code>voyage-3.5-lite</code></strong> alongside several alternatives, including: OpenAI-v3 small (<strong><code>text-embedding-3-small</code></strong>) and large (<strong><code>text-embedding-3-large</code></strong>), Cohere-v4 (<strong><code>embed-v4.0</code></strong>), <strong><code>voyage-3-large</code></strong>,<strong> <code>voyage-3</code></strong>, and <strong><code>voyage-3-lite</code></strong>.</p>
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415<p class="wp-block-paragraph"><strong>Metrics</strong>. Given a query, we retrieve the top 10 documents based on cosine similarities and report the <a href="http://www.evidentlyai.com/ranking-metrics/ndcg-metric#:~:text=Normalized%20Discounted%20Cumulative%20Gain%20(NDCG)%20is%20a%20ranking%20quality%20metric,DCG%20representing%20a%20perfect%20ranking." class="external" rel="nofollow" target="_blank">normalized discounted cumulative gain</a> (NDCG@10), a standard metric for retrieval quality and a variant of the recall.</p>
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419<h3 class="wp-block-heading">Results</h3>
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423<p class="wp-block-paragraph">All the evaluation results are available in <a href="https://docs.google.com/spreadsheets/d/1KeNJMrYcRy9WdbL5CdE-4AWZmu7fDtJsSgIfafmByzw/edit?gid=0#gid=0" class="external" rel="nofollow" target="_blank">this spreadsheet</a>.</p>
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427<p class="wp-block-paragraph"><strong>Domain-specific quality.</strong> The bar charts below illustrate the average retrieval quality of <strong><code>voyage-3.5</code></strong> and <strong><code>voyage-3.5-lite</code></strong> with full precision and 2048 dimensions, both overall and for each domain. <strong><code>voyage-3.5</code></strong> outperforms OpenAI-v3-large, <strong><code>voyage-3</code></strong>, and Cohere-v4 by an average of 8.26%, 2.66%, and 1.63%, respectively across domains. <strong><code>voyage-3.5-lite</code></strong> outperforms OpenAI-v3-large and <strong><code>voyage-3-lite</code></strong> by an average of 6.34% and 4.28%, respectively across domains.</p>
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431/voyage-3-5/domain-performance-1/" data-orig-file="https://i0.wp.com/blog.voyageai.com/wp-content/uploads/2025/05/domain-performance-1.png?fit=1850%2C969&amp;quality=80&amp;ssl=1" data-orig-size="1850,969" data-comments-opened="1" data-image-meta="{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}" data-image-title="domain-performance-1" data-image-description="" data-image-caption="" data-large-file="https://i0.wp.com/blog.voyageai.com/wp-content/uploads/2025/05/domain-performance-1.png?fit=1024%2C536&amp;quality=80&amp;ssl=1" src="https://i0.wp.com/blog.voyageai.com/wp-content/uploads/2025/05/domain-performance-1.png?resize=1024%2C536&#038;quality=80&#038;ssl=1" alt="" class="wp-image-1886" srcset="https://i0.wp.com/blog.voyageai.com/wp-content/uploads/2025/05/domain-performance-1.png?resize=1024%2C536&amp;quality=80&amp;ssl=1 1024w, https://i0.wp.com/blog.voyageai.com/wp-content/uploads/2025/05/domain-performance-1.png?resize=300%2C157&amp;quality=80&amp;ssl=1 300w, https://i0.wp.com/blog.voyageai.com/wp-content/uploads/2025/05/domain-performance-1.png?resize=768%2C402&amp;quality=80&amp;ssl=1 768w, https://i0.wp.com/blog.voyageai.com/wp-content/uploads/2025/05/domain-performance-1.png?resize=1536%2C805&amp;quality=80&amp;ssl=1 1536w, https://i0.wp.com/blog.voyageai.com/wp-content/uploads/2025/05/domain-performance-1.png?resize=1200%2C629&amp;quality=80&amp;ssl=1 1200w, https://i0.wp.com/blog.voyageai.com/wp-content/uploads/2025/05/domain-performance-1.png?w=1850&amp;quality=80&amp;ssl=1 1850w" sizes="(max-width: 1000px) 100vw, 1000px" /></figure>
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435<p class="wp-block-paragraph"><strong>Binary rescoring</strong>. In some cases, users retrieve an initial set of documents using binary embeddings (e.g., 100 in our evaluation) and then <a href="https://www.mongodb.com/blog/post/why-vector-quantization-matters-for-ai-workloads#:~:text=Binary%20quantization%20with%20rescoring&amp;text=This%20approach%20offers%20the%20best,rankings%20from%20higher%2Dfidelity%20embeddings.&amp;text=Embeddings%20are%20stored%20as%20binary,nearest%20neighbor%20(ANN)%20search." class="external" rel="nofollow" target="_blank">rescore</a> them with full-precision embeddings to reduce vector database costs. For <strong><code>voyage-3.5</code></strong> and&nbsp; <strong><code>voyage-3.5-lite</code></strong>, this binary rescoring approach yields up to 6.38% and 6.89% improvements, respectively, in retrieval quality over standard binary retrieval.</p>
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439<h2 class="wp-block-heading">Try voyage-3.5 and voyage-3.5-lite!</h2>
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443<p class="wp-block-paragraph"><code>voyage-3.5 </code>and <code>voyage-3.5-lite</code> are available today! The first 200 million tokens are free. To get started, visit our <a href="https://docs.voyageai.com/docs/introduction" class="external" rel="nofollow" target="_blank">docs</a> to learn more.<br><br>Follow us on <a href="https://x.com/VoyageAI" class="external" rel="nofollow" target="_blank">X (Twitter)</a> and <a href="https://www.linkedin.com/company/voyageai/" class="external" rel="nofollow" target="_blank">LinkedIn</a>, and join our Discord for more updates.</p>
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830				const iframe = document.getElementById( 'jetpack_remote_comment' );
831								const watchReply = function() {
832					// Check addComment._Jetpack_moveForm to make sure we don't monkey-patch twice.
833					if ( 'undefined' !== typeof addComment && ! addComment._Jetpack_moveForm ) {
834						// Cache the Core function.
835						addComment._Jetpack_moveForm = addComment.moveForm;
836						const commentParent = document.getElementById( 'comment_parent' );
837						const cancel = document.getElementById( 'cancel-comment-reply-link' );
838
839						function tellFrameNewParent ( commentParentValue ) {
840							const url = new URL( iframe.src );
841							if ( commentParentValue ) {
842								url.searchParams.set( 'replytocom', commentParentValue )
843							} else {
844								url.searchParams.delete( 'replytocom' );
845							}
846							if( iframe.src !== url.href ) {
847								iframe.src = url.href;
848							}
849						};
850
851						cancel.addEventListener( 'click', function () {
852							tellFrameNewParent( false );
853						} );
854
855						addComment.moveForm = function ( _, parentId ) {
856							tellFrameNewParent( parentId );
857							return addComment._Jetpack_moveForm.apply( null, arguments );
858						};
859					}
860				}
861				document.addEventListener( 'DOMContentLoaded', watchReply );
862				// In WP 6.4+, the script is loaded asynchronously, so we need to wait for it to load before we monkey-patch the functions it introduces.
863				document.querySelector('#comment-reply-js')?.addEventListener( 'load', watchReply );
864
865								
866				const commentIframes = document.getElementsByClassName('jetpack_remote_comment');
867
868				window.addEventListener('message', function(event) {
869					if (event.origin !== 'https://jetpack.wordpress.com') {
870						return;
871					}
872
873					if (!event?.data?.iframeUniqueId && !event?.data?.height) {
874						return;
875					}
876
877					const eventDataUniqueId = event.data.iframeUniqueId;
878
879					// Change height for the matching comment iframe
880					for (let i = 0; i < commentIframes.length; i++) {
881						const iframe = commentIframes[i];
882						const url = new URL(iframe.src);
883						const iframeUniqueIdParam = url.searchParams.get('iframe_unique_id');
884						if (iframeUniqueIdParam == event.data.iframeUniqueId) {
885							iframe.style.height = event.data.height + 'px';
886							return;
887						}
888					}
889				});
890			})();
891		</script>
891
892		</body>
893</html>
894<!--
895	generated in 0.627 seconds
896	145720 bytes batcached for 300 seconds
897-->

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