Gemma 7B Instruct vs Mistral Large 2
Gemma 7B Instruct (2024) and Mistral Large 2 (2025) are compact production models from Google DeepMind and MistralAI. Gemma 7B Instruct ships a 8k-token context window, while Mistral Large 2 ships a 128k-token context window. On HumanEval, Mistral Large 2 leads by 14.7 pts. On pricing, Gemma 7B Instruct costs $0.05/1M input tokens versus $0.48/1M 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.
Gemma 7B Instruct is ~860% cheaper at $0.05/1M; pay for Mistral Large 2 only for long-context analysis.
Decision scorecard
Local evidence first| Signal | Gemma 7B Instruct | Mistral Large 2 |
|---|---|---|
| Best for | provider-routed production | multimodal apps, tool-calling agents, and provider-routed production |
| Decision fit | Coding, Classification, and JSON / Tool use | Coding, RAG, and Agents |
| Context window | 8k | 128k |
| Cheapest output | $0.25/1M tokens | $2.40/1M tokens |
| Provider routes | 8 tracked | 3 tracked |
| Shared benchmarks | 3 shared | HumanEval leader |
Decision tradeoffs
- Gemma 7B Instruct has the lower cheapest tracked output price at $0.25/1M tokens.
- Gemma 7B Instruct has broader tracked provider coverage for fallback and route flexibility.
- Local decision data tags Gemma 7B Instruct for Coding, Classification, and JSON / Tool use.
- Mistral Large 2 holds a shared-benchmark lead on HumanEval, ahead by 14.7 points.
- Mistral Large 2 has the larger context window for long prompts, retrieval packs, or transcript analysis.
- Mistral Large 2 uniquely exposes Vision, Multimodal, and JSON / Tool use in local model data.
- Local decision data tags Mistral Large 2 for Coding, RAG, and Agents.
Monthly cost at traffic
Estimate token spend from the cheapest tracked input and output route or tier on this page.
Gemma 7B Instruct
$103
Cheapest tracked route/tier: Replicate API
Mistral Large 2
$984
Cheapest tracked route/tier: AWS Bedrock
Estimated monthly gap: $882. Batch, cache, alternate speed tiers, and negotiated pricing are excluded from this local estimate.
Switch friction
- No overlapping tracked provider route is sourced for Gemma 7B Instruct and Mistral Large 2; plan for SDK, billing, or endpoint changes.
- Mistral Large 2 is $2.15/1M tokens higher on cheapest tracked output pricing, so quality gains need to justify the spend.
- Mistral Large 2 adds Vision, Multimodal, and JSON / Tool use in local capability data.
- No overlapping tracked provider route is sourced for Mistral Large 2 and Gemma 7B Instruct; plan for SDK, billing, or endpoint changes.
- Gemma 7B Instruct is $2.15/1M tokens lower on cheapest tracked output pricing before cache, batch, or negotiated discounts.
- Check replacement coverage for Vision, Multimodal, and JSON / Tool use before moving production traffic.
Specs
| Specification | ||
|---|---|---|
| Released | 2024-02-21 | 2025-11-25 |
| Context window | 8k | 128k |
| Parameters | 7B | 123B |
| Architecture | Decoder Only | Decoder Only |
| License | Gemma | Mistral License |
| Openness | Open weights | Open weights |
| Weights | Unknown | Unknown |
| Code | Unknown | Unknown |
| Commercial use | Commercial use: conditional | Commercial use: non-commercial |
| Knowledge cutoff | 2023-04 | 2025-07 |
Pricing and availability
| Pricing attribute | Gemma 7B Instruct | Mistral Large 2 |
|---|---|---|
| Input price | $0.05/1M tokens | $0.48/1M tokens |
| Output price | $0.25/1M tokens | $2.40/1M tokens |
| Providers |
Capabilities
| Capability | Gemma 7B Instruct | Mistral Large 2 |
|---|---|---|
| Vision | No | Yes |
| Multimodal | No | Yes |
| Reasoning | No | No |
| JSON / Tool use | No | Yes |
| Structured outputs | Yes | Yes |
| Code execution | No | No |
| IDE integration | No | No |
| Computer use | No | No |
| Parallel agents | No | No |
Benchmarks
| Benchmark | Gemma 7B Instruct | Mistral Large 2 |
|---|---|---|
| HumanEval | 70.1 | 84.8 |
| Massive Multitask Language Understanding | 75.3 | 84.0 |
| HellaSwag | 89.2 | 93.8 |
Continue comparing
- Gemma 7B Instruct vs Mistral Large 3 675B Instruct
- Gemma 7B Instruct vs Qwen2-7B-Instruct
- Mistral Large 2 vs Mixtral 8x7B
- Claude Opus 4.7 vs Mistral Large 2
- Grok-3 vs Mistral Large 2
- DeepSeek V4 Flash vs Mistral Large 2
- Grok 4 vs Mistral Large 2
- Mistral Large 2 vs Phi-3 Mini 4k
- DeepSeek V4 Pro vs Mistral Large 2
- GPT-5.5 vs Mistral Large 2
Popular comparisons for Gemma 7B Instruct
Popular comparisons for Mistral Large 2
Last reviewed: 2026-06-16. Data sourced from public model cards and provider documentation.