Olmo 3 32B Think vs DeepSeek V4 Flash Base

At a Glance

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Pricing and Limits
Input priceFrom · USD / 1M tokens$0.15Openrouter · Aug 28, 2026Not reported
Output priceFrom · USD / 1M tokens$0.50Openrouter · Aug 28, 2026Not reported
Context windowMaximum documented tokens66K1,049K
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 →
No Protocol-Matched Benchmark Yet.Results appear here only when both models share the same benchmark version, metric, evaluation protocol, and evidence class.

Side-by-Side Facts

FieldOlmo-3-32B-ThinkDeepSeek-V4-Flash-Base
DeveloperAi2DeepSeek
FamilyOlmo 3 32b ThinkDeepseek V4 Flash Base
ModelOlmo-3-32B-ThinkDeepSeek-V4-Flash-Base
VersionOlmo-3-32B-ThinkDeepSeek-V4-Flash-Base
Lifecycleactiveactive
ReleasedUnknown2026-04-24
Knowledge cutoffUnknownUnknown
Input modalitiesTextText
Output modalitiesTextText
Context window66K1,049K
Total parameters32.2B292B
Active parametersUnknownUnknown
Licenseapache-2.0Unknown
Open weightsYesYes
API availableYesUnknown
Self-hostableYesYes
Provider accessOpenrouter (Standard)Unknown
Capabilitieschat, generation, reasoninggeneration

Olmo 3 32B Think Capabilities

chatgenerationreasoning
Serving providers1
Canonical IDallenai/Olmo-3-32B-Think

DeepSeek V4 Flash Base Capabilities

generation
Serving providers0
Canonical IDdeepseek-ai/DeepSeek-V4-Flash-Base

Primary Evidence

Sources and Freshness

Questions

Olmo 3 32B Think vs DeepSeek V4 Flash Base FAQs

Is Olmo 3 32B Think or DeepSeek V4 Flash Base better for coding?+

This comparison does not currently contain a protocol-matched coding benchmark for both Olmo 3 32B Think and DeepSeek V4 Flash Base, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.

Which is cheaper, Olmo 3 32B Think or DeepSeek V4 Flash Base?+

Only Olmo 3 32B Think has a directly sourced input price: $0.15 per million tokens. Only Olmo 3 32B Think has a directly sourced output price: $0.50 per million tokens.

Which has a larger context window, Olmo 3 32B Think or DeepSeek V4 Flash Base?+

DeepSeek V4 Flash Base has the larger sourced context window. Olmo 3 32B Think supports 66K and DeepSeek V4 Flash Base supports 1,049K.

Which performs better in benchmarks, Olmo 3 32B Think or DeepSeek V4 Flash Base?+

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

Can Olmo 3 32B Think or DeepSeek V4 Flash Base be self-hosted?+

Both models have the same recorded self-hosting status: supported. Olmo 3 32B Think is open weight; DeepSeek V4 Flash Base is open weight.

Can Olmo 3 32B Think and DeepSeek V4 Flash Base understand images?+

Olmo 3 32B Think is not documented with image input; DeepSeek V4 Flash Base is not documented with image input. This reflects supported input modalities, not vision quality.

Which can generate longer answers, Olmo 3 32B Think or DeepSeek V4 Flash Base?+

Neither has a larger sourced maximum output. Olmo 3 32B Think is 33K and DeepSeek V4 Flash Base is —.

Do Olmo 3 32B Think and DeepSeek V4 Flash Base support reasoning and tool use?+

Olmo 3 32B Think: reasoning. DeepSeek V4 Flash Base: none of these features are definitively sourced. Feature support does not establish relative quality.

Which is available from more inference providers, Olmo 3 32B Think or DeepSeek V4 Flash Base?+

Olmo 3 32B Think has 1 sourced provider route; DeepSeek V4 Flash Base has 0, so Olmo 3 32B Think has broader tracked availability.

Which offers better value, Olmo 3 32B Think or DeepSeek V4 Flash Base?+

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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