MiMo-V2-Flash 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-Flash· Sarvam 30B

Quick Verdict

Pick MiMo-V2-Flash if you want the stronger benchmark profile. Sarvam 30B only becomes the better choice if knowledge is the priority.

MiMo-V2-Flash is clearly ahead on the aggregate, 67 to 48. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.

MiMo-V2-Flash's sharpest advantage is in coding, where it averages 67.9 against 34. The single biggest benchmark swing on the page is SWE-bench Verified, 73.4% to 34%. Sarvam 30B does hit back in knowledge, so the answer changes if that is the part of the workload you care about most.

MiMo-V2-Flash gives you the larger context window at 256K, compared with 64K for Sarvam 30B.

Operational tradeoffs

ProviderXiaomiSarvam
PriceFree*Free*
Speed129 t/sN/A
TTFT2.14sN/A
Context256K64K

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-FlashSarvam 30B
AgenticMiMo-V2-Flash wins
Terminal-Bench 2.063%
BrowseComp65%35.5%
OSWorld-Verified58%
Claw-Eval48.1%
CodingMiMo-V2-Flash wins
HumanEval84.8%92.1%
SWE-bench Verified73.4%34%
LiveCodeBench80.6%
SWE-bench Pro52%
SWE Multilingual71.7%
LiveCodeBench v670.0%
Multimodal & Grounded
MMMU-Pro78%
OfficeQA Pro73%
Reasoning
MuSR74%
BBH85%
LongBench v260.6%
MRCRv273%
gpqaDiamond66.5%
KnowledgeSarvam 30B wins
MMLU86.7%85.1%
GPQA83.7%
SuperGPQA76%
MMLU-Pro84.9%80%
HLE14%
FrontierScience71%
SimpleQA76%
Instruction Following
IFEval84%
Multilingual
MMLU-ProX77%
MathematicsMiMo-V2-Flash wins
AIME 202379%
AIME 202481%
AIME 202594.1%80%
HMMT Feb 202375%
HMMT Feb 202477%
HMMT Feb 202576%
BRUMO 202578%
MATH-50090%97%
HMMT Feb 202573.3%
HMMT Nov 202574.2%
Frequently Asked Questions (5)

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

MiMo-V2-Flash is ahead overall, 67 to 48. The biggest single separator in this matchup is SWE-bench Verified, where the scores are 73.4% and 34%.

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

Sarvam 30B has the edge for knowledge tasks in this comparison, averaging 80 versus 63.7. Inside this category, MMLU-Pro is the benchmark that creates the most daylight between them.

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

MiMo-V2-Flash has the edge for coding in this comparison, averaging 67.9 versus 34. Inside this category, SWE-bench Verified is the benchmark that creates the most daylight between them.

Which is better for math, MiMo-V2-Flash or Sarvam 30B?

MiMo-V2-Flash has the edge for math in this comparison, averaging 87.4 versus 86.5. Inside this category, AIME 2025 is the benchmark that creates the most daylight between them.

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

MiMo-V2-Flash has the edge for agentic tasks in this comparison, averaging 61.8 versus 35.5. Inside this category, BrowseComp is the benchmark that creates the most daylight between them.

Last updated: April 3, 2026

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