Doubao Pro 256K vs Mistral Large
Doubao Pro 256K (2024) and Mistral Large (2024) are compact production models from ByteDance and MistralAI. Doubao Pro 256K ships a 256k-token context window, while Mistral Large ships a 32k-token context window. On pricing, Mistral Large costs $0.32/1M input tokens versus $0.73/1M for the alternative. This comparison covers specs, pricing, API access, capabilities, benchmarks, input and output token costs, and production fit for coding and agent workloads.
Mistral Large is ~130% cheaper at $0.32/1M; pay for Doubao Pro 256K only for long-context analysis.
Decision scorecard
Local evidence first| Signal | Doubao Pro 256K | Mistral Large |
|---|---|---|
| Best for | general production evaluation | multimodal apps, tool-calling agents, and provider-routed production |
| Decision fit | Long context | Agents, Vision, and Classification |
| Context window | 256k | 32k |
| Cheapest output | $1.32/1M tokens | $0.96/1M tokens |
| Provider routes | 1 tracked | 8 tracked |
| Shared benchmarks | 0 shared | 0 shared |
Decision tradeoffs
- Doubao Pro 256K has the larger context window for long prompts, retrieval packs, or transcript analysis.
- Local decision data tags Doubao Pro 256K for Long context.
- Mistral Large has the lower cheapest tracked output price at $0.96/1M tokens.
- Mistral Large has broader tracked provider coverage for fallback and procurement flexibility.
- Mistral Large uniquely exposes Vision, Function calling, and Tool use in local model data.
- Local decision data tags Mistral Large for Agents, Vision, and Classification.
Monthly cost at traffic
Estimate token spend from the cheapest tracked input and output route or tier on this page.
Doubao Pro 256K
$919
Cheapest tracked route/tier: Volcengine
Mistral Large
$496
Cheapest tracked route/tier: GCP Vertex AI
Estimated monthly gap: $423. Batch, cache, alternate speed tiers, and negotiated pricing are excluded from this local estimate.
Switch friction
- No overlapping tracked provider route is sourced for Doubao Pro 256K and Mistral Large; plan for SDK, billing, or endpoint changes.
- Mistral Large is $0.36/1M tokens lower on cheapest tracked output pricing before cache, batch, or negotiated discounts.
- Mistral Large adds Vision, Function calling, and Tool use in local capability data.
- No overlapping tracked provider route is sourced for Mistral Large and Doubao Pro 256K; plan for SDK, billing, or endpoint changes.
- Doubao Pro 256K is $0.36/1M tokens higher on cheapest tracked output pricing, so quality gains need to justify the spend.
- Check replacement coverage for Vision, Function calling, and Tool use before moving production traffic.
Specs
| Specification | ||
|---|---|---|
| Released | 2024-05-15 | 2024-02-08 |
| Context window | 256k | 32k |
| Parameters | — | 123B |
| Architecture | Decoder Only | - |
| License | Proprietary | Mistral License |
| Openness | Proprietary | Open weights |
| Commercial use | Commercial use: conditional | Commercial use: non-commercial |
| Knowledge cutoff | - | 2024-03 |
Pricing and availability
| Pricing attribute | Doubao Pro 256K | Mistral Large |
|---|---|---|
| Input price | $0.73/1M tokens | $0.32/1M tokens |
| Output price | $1.32/1M tokens | $0.96/1M tokens |
| Providers |
Capabilities
| Capability | Doubao Pro 256K | Mistral Large |
|---|---|---|
| Vision | No | Yes |
| Multimodal | No | No |
| Reasoning | No | No |
| Function calling | No | Yes |
| Tool use | No | Yes |
| Structured outputs | No | Yes |
| Code execution | No | No |
| IDE integration | No | No |
| Computer use | No | No |
| Parallel agents | No | No |
Benchmarks
No shared benchmark scores are currently available for this pair.
Deep dive
The capability footprint differs most on vision: Mistral Large, function calling: Mistral Large, tool use: Mistral Large, and structured outputs: Mistral Large. Both models share the core language-model surface, so the practical split is not just feature count. Use those differences to decide whether the page is about raw model quality, agentic coding support, multimodal ingestion, or predictable structured API behavior.
For cost, Doubao Pro 256K lists $0.73/1M input and $1.32/1M output tokens on the cheapest tracked provider, while Mistral Large lists $0.32/1M input and $0.96/1M output tokens on the cheapest tracked provider. A 70/30 input-output blend puts Mistral Large lower by about $0.40 per million blended tokens. Availability is 1 providers versus 8, so concentration risk also matters.
Choose Doubao Pro 256K when long-context analysis and larger context windows are central to the workload. Choose Mistral Large when vision-heavy evaluation, lower input-token cost, and broader provider choice are more important. For production, rerun your own prompts through the exact provider, region, and tool stack you plan to ship. This keeps the decision grounded in measurable tradeoffs instead of brand-level assumptions.
FAQ
Which has a larger context window, Doubao Pro 256K or Mistral Large?
Doubao Pro 256K supports 256k tokens, while Mistral Large supports 32k tokens. That gap matters most for long documents, large codebases, retrieval-heavy agents, and conversations where earlier context must remain visible.
Which is cheaper, Doubao Pro 256K or Mistral Large?
Mistral Large is cheaper on tracked token pricing. Doubao Pro 256K costs $0.73/1M input and $1.32/1M output tokens. Mistral Large costs $0.32/1M input and $0.96/1M output tokens. Provider discounts or batch pricing can still change the final bill.
Is Doubao Pro 256K or Mistral Large open source?
Doubao Pro 256K is listed under Proprietary. Mistral Large is listed under Mistral License. License labels affect whether you can self-host, redistribute weights, or rely only on hosted APIs, so confirm the upstream license before deployment.
Which is better for vision, Doubao Pro 256K or Mistral Large?
Mistral Large has the clearer documented vision signal in this comparison. If vision is mission-critical, validate it against the provider endpoint because model-level support and API-level exposure can differ. Use this as a quick comparison signal, then confirm the provider-specific limits before committing to production.
Which is better for function calling, Doubao Pro 256K or Mistral Large?
Mistral Large has the clearer documented function calling signal in this comparison. If function calling is mission-critical, validate it against the provider endpoint because model-level support and API-level exposure can differ.
Where can I run Doubao Pro 256K and Mistral Large?
Doubao Pro 256K is available on Volcengine. Mistral Large is available on NVIDIA NIM, Microsoft Foundry, AWS Bedrock, Mistral AI Studio, and IBM watsonx. Provider coverage can affect latency, region availability, compliance posture, and fallback options.
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Last reviewed: 2026-06-16. Data sourced from public model cards and provider documentation.