Olmo 3.1 32B Instruct vs Kimi K2.5

At a Glance

Compare
Kimi K2.5Moonshot AI
Pricing and Limits
Input priceFrom · USD / 1M tokensNot reported$0.45Deepinfra · Aug 29, 2026
Output priceFrom · USD / 1M tokensNot reported$2.25Deepinfra · Aug 29, 2026
Context windowMaximum documented tokens66K262K
Model facts checkedAug 28, 2026View model evidence →Aug 28, 2026View model evidence →

Token prices are the lowest available sourced USD rates; input and output may use different providers. Cost ranking estimates output spend on LiveBench, not a full request bill. Ranking methodology →

Available Benchmarks

All benchmark results →
BenchmarkOlmo-3.1-32B-InstructKimi-K2.5
LMArena Text Arenatext-2026-09-13-d25aabda0010 · arena_rating · leader1,311.8391% of row best · rating · olmo-3.1-32b-instruct; 95% CI [1305.66595265, 1318.00150818]; votes 11452; rank 2271,445.64100% of row best · rating · kimi-k2.5-thinking; 95% CI [1442.30343195, 1448.97544647]; votes 70513; rank 53
Overall ResultCounted from the protocol-matched rows above0 benchmark winsNo overall winner1 benchmark winNo overall winner

Third-party benchmark Only like-for-like primary-publisher results are shown; raw scores, relative scores, configuration, and token spend remain visible.

Side-by-Side Facts

FieldOlmo-3.1-32B-InstructKimi-K2.5
DeveloperAi2Moonshot AI
FamilyOlmo 3 1 32b InstructKimi K2 5
ModelOlmo-3.1-32B-InstructKimi-K2.5
VersionOlmo-3.1-32B-InstructKimi-K2.5
Lifecycleactiveactive
ReleasedUnknown2026-01-27
Knowledge cutoffUnknownUnknown
Input modalitiesTextText, Image
Output modalitiesTextText
Context window66K262K
Total parameters32.2B1T
Active parametersUnknown32B
Licenseapache-2.0other
Open weightsYesYes
API availableUnknownYes
Self-hostableYesYes
Provider accessUnknownDeepinfra (Standard), Hugging Face (Standard), Openrouter (Standard)
Capabilitieschat, generation, toolschat, generation, reasoning, tools

Olmo 3.1 32B Instruct Capabilities

chatgenerationtools
Serving providers0
Canonical IDallenai/Olmo-3.1-32B-Instruct

Kimi K2.5 Capabilities

chatgenerationreasoningtools
Serving providers3
Canonical IDmoonshotai/Kimi-K2.5

Primary Evidence

Sources and Freshness

Questions

Olmo 3.1 32B Instruct vs Kimi K2.5 FAQs

Is Olmo 3.1 32B Instruct or Kimi K2.5 better for coding?+

This comparison does not currently contain a protocol-matched coding benchmark for both Olmo 3.1 32B Instruct and Kimi K2.5, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.

Which is cheaper, Olmo 3.1 32B Instruct or Kimi K2.5?+

Only Kimi K2.5 has a directly sourced input price: $0.45 per million tokens. Only Kimi K2.5 has a directly sourced output price: $2.25 per million tokens.

Which has a larger context window, Olmo 3.1 32B Instruct or Kimi K2.5?+

Kimi K2.5 has the larger sourced context window. Olmo 3.1 32B Instruct supports 66K and Kimi K2.5 supports 262K.

Which performs better in benchmarks, Olmo 3.1 32B Instruct or Kimi K2.5?+

There is no overall benchmark winner: At least two independently verified, protocol-matched benchmarks are required for an overall winner.

Can Olmo 3.1 32B Instruct or Kimi K2.5 be self-hosted?+

Both models have the same recorded self-hosting status: supported. Olmo 3.1 32B Instruct is open weight; Kimi K2.5 is open weight.

Can Olmo 3.1 32B Instruct and Kimi K2.5 understand images?+

Olmo 3.1 32B Instruct is not documented with image input; Kimi K2.5 is documented with image input. This reflects supported input modalities, not vision quality.

Which can generate longer answers, Olmo 3.1 32B Instruct or Kimi K2.5?+

Neither has a larger sourced maximum output. Olmo 3.1 32B Instruct is 33K and Kimi K2.5 is —.

Do Olmo 3.1 32B Instruct and Kimi K2.5 support reasoning and tool use?+

Olmo 3.1 32B Instruct: tool calling. Kimi K2.5: reasoning, tool calling, and image input. Feature support does not establish relative quality.

Which is available from more inference providers, Olmo 3.1 32B Instruct or Kimi K2.5?+

Olmo 3.1 32B Instruct has 0 sourced provider routes; Kimi K2.5 has 3, so Kimi K2.5 has broader tracked availability.

Which offers better value, Olmo 3.1 32B Instruct or Kimi K2.5?+

There is no universal value winner. Compare the input and output prices above with the matched benchmark result for your workload: cheaper tokens can be offset by different quality, token usage, latency, or provider availability.

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