Ministral 8B Instruct vs GPT-4o mini
GPT-4o mini comes out ahead, 51 to 42 on our weighted score, though Ministral 8B Instruct is 43% cheaper per token.
Mistral AI
Ministral 8B Instruct
42/100- ECI—
- Price$0.15 / $0.15
- Context131K
- Our pick
OpenAI
GPT-4o mini
51/100- ECI126.6
- Price$0.15 / $0.60
- Context128K
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GPT-4o mini is our pick
GPT-4o mini is the better all-round choice, scoring 51/100 against Ministral 8B Instruct (42). It leads on capability and inputs & features. Ministral 8B Instruct wins on price. The score weighs capability 50%, price 25%, inputs & features 15%, context window 10%. Capability uses the average of shared benchmarks (GPQA Diamond), because Ministral 8B Instruct has no Capabilities Index score yet.
- CapabilityGPT-4o miniShared benchmarks: GPT-4o mini 37.7% · Ministral 8B Instruct 27.2%
- Lowest priceMinistral 8B InstructMinistral 8B Instruct $0.15 · GPT-4o mini $0.263 per 1M tokens (3:1 blend)
- Longest contextMinistral 8B InstructMinistral 8B Instruct 131,072 · GPT-4o mini 128,000 tokens
- Widest inputsGPT-4o miniMinistral 8B Instruct: Text · GPT-4o mini: Text, Images, PDFs
- Self-hostingMinistral 8B InstructPublishes downloadable weights (Mistral Research License)
| Measure | Weight | Ministral 8B Instruct | GPT-4o mini |
|---|---|---|---|
| CapabilityShared benchmarks | 50% | 27 | 38 |
| Price | 25% | 89 | 77 |
| Inputs & features | 15% | 25 | 70 |
| Context window | 10% | 24 | 24 |
| Overall | 100% | 42/100 | 51/100 |
Every spec in one table
Highlighted cells lead their row. Dashes mean the data is not published.
| Specification | ||
|---|---|---|
| Capability | ||
| Capabilities Index (ECI) | — | 126.6 |
| ECI rank | — | #135 of 148 |
| GPQA DiamondGraduate-level science questions | 27.2% | 37.7% (best) |
| FrontierMath Tiers 1–3Research-level mathematics | — | 0.7% |
| OTIS Mock AIME 2024–2025Competition mathematics | — | 6.9% |
| SimpleQA VerifiedShort factual questions | — | 8.3% |
| Price per million tokens | ||
| Input | $0.15 | $0.15 |
| Output | $0.15 (best) | $0.60 |
| Cached input | — | $0.075 |
| Blended (3:1) | $0.15 (best) | $0.263 |
| Long-context rate | Same rate | Same rate |
| Price source | Median of 1 providers | Official OpenAI API |
| Limits | ||
| Context window | 131,072 tokens (best) | 128,000 tokens |
| Max output | 8,192 tokens | 16,384 tokens (best) |
| Inputs and features | ||
| Text | Yes | Yes |
| Images | No | Yes |
| PDFs | No | Yes |
| Audio | No | No |
| Video | No | No |
| Reasoning | No | No |
| Tool calling | Yes | Yes |
| Structured output | No | Yes |
| Availability | ||
| Weights | OpenMistral Research License | Proprietary |
| API model ID | — | gpt-4o-mini |
| API providers | 1 | 21 (best) |
| Released | Oct 16, 2024 | Jul 18, 2024 |
| Knowledge cutoff | — | Sep 2023 |
What would a month cost?
Enter your expected volume in millions of tokens. List prices only; caching and batch discounts would lower these.
Ministral 8B Instruct$1.80
GPT-4o mini$2.70
Which should you choose?
Which is better: Ministral 8B Instruct or GPT-4o mini?
GPT-4o mini is the better all-round choice, scoring 51/100 against Ministral 8B Instruct (42). It leads on capability and inputs & features. Ministral 8B Instruct wins on price. The score weighs capability 50%, price 25%, inputs & features 15%, context window 10%. Capability uses the average of shared benchmarks (GPQA Diamond), because Ministral 8B Instruct has no Capabilities Index score yet.
Which is cheaper, Ministral 8B Instruct or GPT-4o mini?
Ministral 8B Instruct is cheaper at $0.15 input / $0.15 output per million tokens (median across 1 API provider). GPT-4o mini costs $0.15 input / $0.60 output per million tokens (official OpenAI API price). At a typical mix of three input tokens to one output token, that is $0.15 per million tokens for Ministral 8B Instruct versus $0.263 for GPT-4o mini (1.8× as much).
Which scores higher on benchmarks?
Not every model here has a Capabilities Index score, so we compare the average of shared benchmarks (GPQA Diamond): GPT-4o mini 37.7% and Ministral 8B Instruct 27.2%. On individual benchmarks: GPQA Diamond — GPT-4o mini 37.7%, Ministral 8B Instruct 27.2%.
Which is better for coding?
There are no published SWE-bench Verified results for Ministral 8B Instruct and GPT-4o mini yet, so there is no like-for-like coding score. On overall capability, GPT-4o mini leads, which tends to carry over to coding, but test on your own codebase. Both support tool calling for agent workflows.
Which has the bigger context window?
Ministral 8B Instruct has the largest context window at 131,072 tokens, against 128,000 for GPT-4o mini. Maximum output per response: Ministral 8B Instruct up to 8,192, GPT-4o mini up to 16,384 tokens.
Which can read images, PDFs, audio or video?
Ministral 8B Instruct accepts text; GPT-4o mini accepts text, images and PDFs. GPT-4o mini handles the widest range of inputs.
Are any of these open source?
Ministral 8B Instruct publishes its weights (Mistral Research License) and can be self-hosted; GPT-4o mini is proprietary.
Which is newer?
Ministral 8B Instruct is the newest, released Oct 16, 2024. GPT-4o mini came out Jul 18, 2024. Knowledge cutoff: GPT-4o mini Sep 2023.
How do you decide the winner?
Each model gets a 0–100 score on capability (50%, independent benchmark results); price (25%, blended price per million tokens (3 input : 1 output), log scale); inputs & features (15%, image, PDF, audio and video input, tool calling, structured output and reasoning); context window (10%, maximum tokens per request, log scale). Dimensions missing for any model are dropped and the remaining weights rescaled, so every model is judged on the same evidence. Specs and prices come from public model listings and the labs’ own API pages; capability scores come from independent benchmark runs. Data updated Oct 4, 2026.