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Model Pareto

Sarvam Vision 2.1

Sarvam Vision 2.1 is Sarvam's document-intelligence vision-language model, adding structured key-value extraction from forms, multi-page table parsing and Indic handwriting recognition, with fewer hallucinations and a cheaper API than the first release.
Sarvam AIDocumentLaunched

Why it isn't ranked

Only one benchmark we track (OmniDocBench) has a lab-reported number; the leaderboard needs two.

Launches outside the ranked categories are tracked, not scored: they never appear on the charts or in the rankings.

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Official page

sarvam.ai ↗

Sources

  • “Sarvam Vision 2.1 is a step change in terms of its new and improved capabilities: it achieves frontier performance on benchmarks, and is built for production workflows.”
    OfficialSarvam AI blogSep 24, 2026sarvam.ai ↗

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