MiMo-V2-Pro vs Sarvam 30B

Side-by-side benchmark comparison across agentic, coding, multimodal, knowledge, reasoning, and math workflows.

Agentic
Coding
Multimodal & Grounded
Reasoning
Knowledge
Instruction Following
Multilingual
Mathematics

MiMo-V2-Pro· Sarvam 30B

Quick Verdict

Pick MiMo-V2-Pro if you want the stronger benchmark profile. Sarvam 30B only becomes the better choice if its workflow or ecosystem matters more than the raw scoreboard.

MiMo-V2-Pro is clearly ahead on the aggregate, 85 to 48. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.

MiMo-V2-Pro's sharpest advantage is in agentic, where it averages 86.7 against 35.5. The single biggest benchmark swing on the page is SWE-bench Verified, 78% to 34%.

MiMo-V2-Pro gives you the larger context window at 1M, compared with 64K for Sarvam 30B.

Operational tradeoffs

ProviderXiaomiSarvam
PriceN/AFree*
SpeedN/AN/A
TTFTN/AN/A
Context1M64K

Decision framing

BenchLM keeps the benchmark table and the operator tradeoffs on the same page so a better score does not hide a materially slower, pricier, or smaller-context model.

Runtime metrics show N/A when BenchLM does not have a sourced snapshot for that exact model. The scoring rules and freshness policy are documented on the methodology page.

BenchmarkMiMo-V2-ProSarvam 30B
AgenticMiMo-V2-Pro wins
Terminal-Bench 2.086.7%
Claw-Eval61.5%
BrowseComp35.5%
CodingMiMo-V2-Pro wins
SWE-bench Verified78%34%
HumanEval92.1%
LiveCodeBench v670.0%
Multimodal & Grounded
Coming soon
Reasoning
gpqaDiamond66.5%
KnowledgeMiMo-V2-Pro wins
GPQA87%
MMLU85.1%
MMLU-Pro80%
Instruction Following
Coming soon
Multilingual
Coming soon
Mathematics
MATH-50097%
AIME 202580%
HMMT Feb 202573.3%
HMMT Nov 202574.2%
Frequently Asked Questions (4)

Which is better, MiMo-V2-Pro or Sarvam 30B?

MiMo-V2-Pro is ahead overall, 85 to 48. The biggest single separator in this matchup is SWE-bench Verified, where the scores are 78% and 34%.

Which is better for knowledge tasks, MiMo-V2-Pro or Sarvam 30B?

MiMo-V2-Pro has the edge for knowledge tasks in this comparison, averaging 87 versus 80. Sarvam 30B stays close enough that the answer can still flip depending on your workload.

Which is better for coding, MiMo-V2-Pro or Sarvam 30B?

MiMo-V2-Pro has the edge for coding in this comparison, averaging 78 versus 34. Inside this category, SWE-bench Verified is the benchmark that creates the most daylight between them.

Which is better for agentic tasks, MiMo-V2-Pro or Sarvam 30B?

MiMo-V2-Pro has the edge for agentic tasks in this comparison, averaging 86.7 versus 35.5. Sarvam 30B stays close enough that the answer can still flip depending on your workload.

Last updated: April 3, 2026

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