Olmo 3 32B Think vs GPT-5.4 Pro
At a Glance
| Compare |  GPT-5.4 ProOpenAI | |
|---|---|---|
| Pricing and Limits | ||
| Input priceFrom · USD / 1M tokens | $0.15Openrouter ↗ · Aug 28, 2026 | $30.00Openai ↗ · Sep 3, 2026 |
| Output priceFrom · USD / 1M tokens | $0.50Openrouter ↗ · Aug 28, 2026 | $180.00Openai ↗ · Sep 3, 2026 |
| Context windowMaximum documented tokens | 66K | 1,050K |
| Model facts checked | Aug 28, 2026View model evidence → | Sep 3, 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
Side-by-Side Facts
| Field | Olmo-3-32B-Think | GPT-5.4 Pro |
|---|---|---|
| Developer | Ai2 | OpenAI |
| Family | Olmo 3 32b Think | Gpt 5 4 |
| Model | Olmo-3-32B-Think | GPT-5.4 Pro |
| Version | Olmo-3-32B-Think | GPT-5.4 Pro |
| Lifecycle | active | active |
| Released | Unknown | 2026-03-05 |
| Knowledge cutoff | Unknown | 2025-08-31 |
| Input modalities | Text | Text, Image |
| Output modalities | Text | Text |
| Context window | 66K | 1,050K |
| Total parameters | 32.2B | Unknown |
| Active parameters | Unknown | Unknown |
| License | apache-2.0 | Unknown |
| Open weights | Yes | No |
| API available | Yes | Yes |
| Self-hostable | Yes | No |
| Provider access | Openrouter (Standard) | Openai (Standard), Openrouter (Standard) |
| Capabilities | chat, generation, reasoning | chat, generation, reasoning, structured_outputs, tools |
Olmo 3 32B Think Capabilities
GPT-5.4 Pro Capabilities
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Primary Evidence
Sources and Freshness
Questions
Olmo 3 32B Think vs GPT-5.4 Pro FAQs
Is Olmo 3 32B Think or GPT-5.4 Pro better for coding?+
This comparison does not currently contain a protocol-matched coding benchmark for both Olmo 3 32B Think and GPT-5.4 Pro, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.
Which is cheaper, Olmo 3 32B Think or GPT-5.4 Pro?+
Olmo 3 32B Think is $0.15 and GPT-5.4 Pro is $30.00 per million tokens, so Olmo 3 32B Think is cheaper on this metric. Olmo 3 32B Think is $0.50 and GPT-5.4 Pro is $180.00 per million tokens, so Olmo 3 32B Think is cheaper on this metric.
Which has a larger context window, Olmo 3 32B Think or GPT-5.4 Pro?+
GPT-5.4 Pro has the larger sourced context window. Olmo 3 32B Think supports 66K and GPT-5.4 Pro supports 1,050K.
Which performs better in benchmarks, Olmo 3 32B Think or GPT-5.4 Pro?+
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 GPT-5.4 Pro be self-hosted?+
Olmo 3 32B Think is the only model in this pair currently marked as self-hostable. Olmo 3 32B Think is open weight; GPT-5.4 Pro is not marked open weight.
Can Olmo 3 32B Think and GPT-5.4 Pro understand images?+
Olmo 3 32B Think is not documented with image input; GPT-5.4 Pro is documented with image input. This reflects supported input modalities, not vision quality.
Which can generate longer answers, Olmo 3 32B Think or GPT-5.4 Pro?+
GPT-5.4 Pro has the larger sourced maximum output: Olmo 3 32B Think supports 33K and GPT-5.4 Pro supports 128K output tokens.
Do Olmo 3 32B Think and GPT-5.4 Pro support reasoning and tool use?+
Olmo 3 32B Think: reasoning. GPT-5.4 Pro: reasoning, tool calling, and image input. Feature support does not establish relative quality.
Which is available from more inference providers, Olmo 3 32B Think or GPT-5.4 Pro?+
Olmo 3 32B Think has 1 sourced provider route; GPT-5.4 Pro has 2, so GPT-5.4 Pro has broader tracked availability.
Which offers better value, Olmo 3 32B Think or GPT-5.4 Pro?+
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.