GPT-4.1 mini vs GPT-5.4 mini
Too close to call on our weighted score (GPT-5.4 mini 63, GPT-4.1 mini 60). The right pick depends on what you value most.
OpenAI
GPT-4.1 mini
60/100- ECI135.0
- Price$0.40 / $1.60
- Context1.05M
OpenAI
GPT-5.4 mini
63/100- ECI148.8
- Price$0.75 / $4.50
- Context400K
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Make it a three-way comparison.
Too close to call
It is close. Our weighted score puts them within 3 points (GPT-5.4 mini 63/100, GPT-4.1 mini 60/100), so choose by what matters most for your work: GPT-5.4 mini for raw capability, GPT-4.1 mini on price and GPT-4.1 mini for long inputs. The score weighs capability 50%, price 25%, inputs & features 15%, context window 10%.
- CapabilityGPT-5.4 miniCapabilities Index (ECI): GPT-5.4 mini 148.8 · GPT-4.1 mini 135.0
- Lowest priceGPT-4.1 miniGPT-4.1 mini $0.70 · GPT-5.4 mini $1.69 per 1M tokens (3:1 blend)
- Longest contextGPT-4.1 miniGPT-4.1 mini 1,047,576 · GPT-5.4 mini 400,000 tokens
- Widest inputsGPT-4.1 miniGPT-4.1 mini: Text, Images, PDFs · GPT-5.4 mini: Text, Images
- Self-hostingNo open weightsBoth are available only through APIs
| Measure | Weight | GPT-4.1 mini | GPT-5.4 mini |
|---|---|---|---|
| CapabilityCapabilities Index (ECI) | 50% | 59 | 77 |
| Price | 25% | 57 | 39 |
| Inputs & features | 15% | 70 | 70 |
| Context window | 10% | 61 | 44 |
| Overall | 100% | 60/100 | 63/100 |
Every spec in one table
Highlighted cells lead their row. Dashes mean the data is not published.
| Specification | ||
|---|---|---|
| Capability | ||
| Capabilities Index (ECI) | 135.0 | 148.8 (best) |
| ECI rank | #115 of 148 | #56 of 148 (best) |
| GPQA DiamondGraduate-level science questions | 65.9% | 86.9% (best) |
| FrontierMath Tiers 1–3Research-level mathematics | 6.7% | 51.2% (best) |
| OTIS Mock AIME 2024–2025Competition mathematics | 44.7% | 88.9% (best) |
| SimpleQA VerifiedShort factual questions | 12.7% | 29.4% (best) |
| Price per million tokens | ||
| Input | $0.40 (best) | $0.75 |
| Output | $1.60 (best) | $4.50 |
| Cached input | $0.10 | $0.075 (best) |
| Blended (3:1) | $0.70 (best) | $1.69 |
| Long-context rate | Same rate | Same rate |
| Price source | Official OpenAI API | Official OpenAI API |
| Limits | ||
| Context window | 1,047,576 tokens (best) | 400,000 tokens |
| Max output | 32,768 tokens | 128,000 tokens (best) |
| Inputs and features | ||
| Text | Yes | Yes |
| Images | Yes | Yes |
| PDFs | Yes | No |
| Audio | No | No |
| Video | No | No |
| Reasoning | No | Yeslow · medium · high · xhigh |
| Tool calling | Yes | Yes |
| Structured output | Yes | Yes |
| Availability | ||
| Weights | Proprietary | Proprietary |
| API model ID | gpt-4.1-mini | gpt-5.4-mini |
| API providers | 24 | 29 (best) |
| Released | Apr 14, 2025 | Mar 17, 2026 |
| Knowledge cutoff | Apr 2024 | Aug 31, 2025 |
What would a month cost?
Enter your expected volume in millions of tokens. List prices only; caching and batch discounts would lower these.
GPT-4.1 mini$7.20
GPT-5.4 mini$16.50
Which should you choose?
Which is better: GPT-4.1 mini or GPT-5.4 mini?
It is close. Our weighted score puts them within 3 points (GPT-5.4 mini 63/100, GPT-4.1 mini 60/100), so choose by what matters most for your work: GPT-5.4 mini for raw capability, GPT-4.1 mini on price and GPT-4.1 mini for long inputs. The score weighs capability 50%, price 25%, inputs & features 15%, context window 10%.
Which is cheaper, GPT-4.1 mini or GPT-5.4 mini?
GPT-4.1 mini is cheaper at $0.40 input / $1.60 output per million tokens (official OpenAI API price). GPT-5.4 mini costs $0.75 input / $4.50 output per million tokens (official OpenAI API price). At a typical mix of three input tokens to one output token, that is $0.70 per million tokens for GPT-4.1 mini versus $1.69 for GPT-5.4 mini (2.4× as much).
Which scores higher on benchmarks?
GPT-5.4 mini scores higher on the Capabilities Index (ECI): GPT-5.4 mini 148.8 (#56 of 148) and GPT-4.1 mini 135.0 (#115 of 148). Their confidence ranges do not overlap (147.1–150.5 vs 131.2–136.6), so the gap is a real one. On individual benchmarks: GPQA Diamond — GPT-5.4 mini 86.9%, GPT-4.1 mini 65.9%; FrontierMath Tiers 1–3 — GPT-5.4 mini 51.2%, GPT-4.1 mini 6.7%; OTIS Mock AIME 2024–2025 — GPT-5.4 mini 88.9%, GPT-4.1 mini 44.7%; SimpleQA Verified — GPT-5.4 mini 29.4%, GPT-4.1 mini 12.7%.
Which is better for coding?
There are no published SWE-bench Verified results for GPT-4.1 mini and GPT-5.4 mini yet, so there is no like-for-like coding score. On overall capability, GPT-5.4 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?
GPT-4.1 mini has the largest context window at 1,047,576 tokens, against 400,000 for GPT-5.4 mini. Maximum output per response: GPT-4.1 mini up to 32,768, GPT-5.4 mini up to 128,000 tokens.
Which can read images, PDFs, audio or video?
GPT-4.1 mini accepts text, images and PDFs; GPT-5.4 mini accepts text and images. GPT-4.1 mini handles the widest range of inputs.
Are any of these open source?
No. GPT-4.1 mini and GPT-5.4 mini are proprietary and only available through APIs and apps.
Which is newer?
GPT-5.4 mini is the newest, released Mar 17, 2026. GPT-4.1 mini came out Apr 14, 2025. Knowledge cutoff: GPT-4.1 mini Apr 2024, GPT-5.4 mini Aug 31, 2025.
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.