Olmo 3.1 32B Instruct vs gpt-oss-120b

At a Glance

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Pricing and Limits
Input priceFrom · USD / 1M tokensNot reported$0.037Deepinfra · Sep 23, 2026
Output priceFrom · USD / 1M tokensNot reported$0.17Deepinfra · Sep 23, 2026
Context windowMaximum documented tokens66K131K
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-Instructgpt-oss-120b
LMArena Text Arenatext-2026-09-13-d25aabda0010 · arena_rating · leader1,311.8396% of row best · rating · olmo-3.1-32b-instruct; 95% CI [1305.66595265, 1318.00150818]; votes 11452; rank 2271,365.87100% of row best · rating · gpt-oss-120b; 95% CI [1361.49487468, 1370.23719284]; votes 29955; rank 176
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-Instructgpt-oss-120b
DeveloperAi2OpenAI
FamilyOlmo 3 1 32b InstructGpt Oss 120b
ModelOlmo-3.1-32B-Instructgpt-oss-120b
VersionOlmo-3.1-32B-Instructgpt-oss-120b
Lifecycleactiveactive
ReleasedUnknownUnknown
Knowledge cutoffUnknownUnknown
Input modalitiesTextText
Output modalitiesTextText
Context window66K131K
Total parameters32.2B116.8B
Active parametersUnknown5.1B
Licenseapache-2.0apache-2.0
Open weightsYesYes
API availableUnknownYes
Self-hostableYesYes
Provider accessUnknownCerebras (Standard), Deepinfra (Standard), Fireworks Ai (Serverless, Standard), Groq (Standard), Hugging Face (Standard), Openrouter (Standard), Together Ai (Serverless, Standard)
Capabilitieschat, generation, toolschat, generation, reasoning, tools

Olmo 3.1 32B Instruct Capabilities

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

gpt-oss-120b Capabilities

chatgenerationreasoningtools
Serving providers7
Canonical IDopenai/gpt-oss-120b

Primary Evidence

Sources and Freshness

Questions

Olmo 3.1 32B Instruct vs gpt-oss-120b FAQs

Is Olmo 3.1 32B Instruct or gpt-oss-120b better for coding?+

This comparison does not currently contain a protocol-matched coding benchmark for both Olmo 3.1 32B Instruct and gpt-oss-120b, 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 gpt-oss-120b?+

Only gpt-oss-120b has a directly sourced input price: $0.037 per million tokens. Only gpt-oss-120b has a directly sourced output price: $0.17 per million tokens.

Which has a larger context window, Olmo 3.1 32B Instruct or gpt-oss-120b?+

gpt-oss-120b has the larger sourced context window. Olmo 3.1 32B Instruct supports 66K and gpt-oss-120b supports 131K.

Which performs better in benchmarks, Olmo 3.1 32B Instruct or gpt-oss-120b?+

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 gpt-oss-120b be self-hosted?+

Both models have the same recorded self-hosting status: supported. Olmo 3.1 32B Instruct is open weight; gpt-oss-120b is open weight.

Can Olmo 3.1 32B Instruct and gpt-oss-120b understand images?+

Olmo 3.1 32B Instruct is not documented with image input; gpt-oss-120b is not documented with image input. This reflects supported input modalities, not vision quality.

Which can generate longer answers, Olmo 3.1 32B Instruct or gpt-oss-120b?+

Neither has a larger sourced maximum output. Olmo 3.1 32B Instruct is 33K and gpt-oss-120b is —.

Do Olmo 3.1 32B Instruct and gpt-oss-120b support reasoning and tool use?+

Olmo 3.1 32B Instruct: tool calling. gpt-oss-120b: reasoning and tool calling. Feature support does not establish relative quality.

Which is available from more inference providers, Olmo 3.1 32B Instruct or gpt-oss-120b?+

Olmo 3.1 32B Instruct has 0 sourced provider routes; gpt-oss-120b has 7, so gpt-oss-120b has broader tracked availability.

Which offers better value, Olmo 3.1 32B Instruct or gpt-oss-120b?+

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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