o4-mini vs Claude Haiku 4.5
Too close to call on our weighted score (o4-mini 59, Claude Haiku 4.5 58). The right pick depends on what you value most.
OpenAI
o4-mini
59/100- ECI145.6
- Price$1.10 / $4.40
- Context200K
Anthropic
Claude Haiku 4.5
58/100- ECI142.4
- Price$1.00 / $5.00
- Context200K
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Make it a three-way comparison.
Too close to call
It is close. Our weighted score puts them within a point (o4-mini 59/100, Claude Haiku 4.5 58/100), so choose by what matters most for your work: o4-mini for raw capability. The score weighs capability 50%, price 25%, inputs & features 15%, context window 10%.
- Capabilityo4-miniCapabilities Index (ECI): o4-mini 145.6 · Claude Haiku 4.5 142.4
- Lowest priceo4-minio4-mini $1.93 · Claude Haiku 4.5 $2.00 per 1M tokens (3:1 blend)
- Longest contextAbout the sameo4-mini 200,000 · Claude Haiku 4.5 200,000 tokens
- Widest inputsClaude Haiku 4.5o4-mini: Text, Images · Claude Haiku 4.5: Text, Images, PDFs
- Self-hostingNo open weightsBoth are available only through APIs
| Measure | Weight | o4-mini | Claude Haiku 4.5 |
|---|---|---|---|
| CapabilityCapabilities Index (ECI) | 50% | 73 | 69 |
| Price | 25% | 36 | 36 |
| Inputs & features | 15% | 70 | 80 |
| Context window | 10% | 32 | 32 |
| Overall | 100% | 59/100 | 58/100 |
Every spec in one table
Highlighted cells lead their row. Dashes mean the data is not published.
| Specification | ||
|---|---|---|
| Capability | ||
| Capabilities Index (ECI) | 145.6 (best) | 142.4 |
| ECI rank | #76 of 148 (best) | #90 of 148 |
| GPQA DiamondGraduate-level science questions | 79.6% (best) | 71.2% |
| FrontierMath Tiers 1–3Research-level mathematics | 36.1% | — |
| OTIS Mock AIME 2024–2025Competition mathematics | 81.7% (best) | 66.7% |
| SimpleQA VerifiedShort factual questions | 19.6% (best) | 13.2% |
| Price per million tokens | ||
| Input | $1.10 | $1.00 (best) |
| Output | $4.40 (best) | $5.00 |
| Cached input | $0.275 | $0.10 (best) |
| Blended (3:1) | $1.93 (best) | $2.00 |
| Long-context rate | Same rate | Same rate |
| Price source | Official OpenAI API | Official Anthropic API |
| Limits | ||
| Context window | 200,000 tokens | 200,000 tokens |
| Max output | 100,000 tokens (best) | 64,000 tokens |
| Inputs and features | ||
| Text | Yes | Yes |
| Images | Yes | Yes |
| PDFs | No | Yes |
| Audio | No | No |
| Video | No | No |
| Reasoning | Yeslow · medium · high | Yes |
| Tool calling | Yes | Yes |
| Structured output | Yes | Yes |
| Availability | ||
| Weights | Proprietary | Proprietary |
| API model ID | o4-mini | claude-haiku-4-5 |
| API providers | 19 | 34 (best) |
| Released | Apr 16, 2025 | Oct 15, 2025 |
| Knowledge cutoff | May 2024 | Feb 28, 2025 |
What would a month cost?
Enter your expected volume in millions of tokens. List prices only; caching and batch discounts would lower these.
o4-mini$19.80
Claude Haiku 4.5$20.00
Which should you choose?
Which is better: o4-mini or Claude Haiku 4.5?
It is close. Our weighted score puts them within a point (o4-mini 59/100, Claude Haiku 4.5 58/100), so choose by what matters most for your work: o4-mini for raw capability. The score weighs capability 50%, price 25%, inputs & features 15%, context window 10%.
Which is cheaper, o4-mini or Claude Haiku 4.5?
o4-mini is cheaper at $1.10 input / $4.40 output per million tokens (official OpenAI API price). Claude Haiku 4.5 costs $1.00 input / $5.00 output per million tokens (official Anthropic API price). At a typical mix of three input tokens to one output token, that is $1.93 per million tokens for o4-mini versus $2.00 for Claude Haiku 4.5 (1× as much).
Which scores higher on benchmarks?
o4-mini scores higher on the Capabilities Index (ECI): o4-mini 145.6 (#76 of 148) and Claude Haiku 4.5 142.4 (#90 of 148). The confidence ranges of the top two overlap (143.0–147.4 vs 139.5–144.3), so treat the gap as small. On individual benchmarks: GPQA Diamond — o4-mini 79.6%, Claude Haiku 4.5 71.2%; OTIS Mock AIME 2024–2025 — o4-mini 81.7%, Claude Haiku 4.5 66.7%; SimpleQA Verified — o4-mini 19.6%, Claude Haiku 4.5 13.2%.
Which is better for coding?
There are no published SWE-bench Verified results for o4-mini and Claude Haiku 4.5 yet, so there is no like-for-like coding score. On overall capability, o4-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?
o4-mini and Claude Haiku 4.5 share the same 200,000-token context window. Maximum output per response: o4-mini up to 100,000, Claude Haiku 4.5 up to 64,000 tokens.
Which can read images, PDFs, audio or video?
o4-mini accepts text and images; Claude Haiku 4.5 accepts text, images and PDFs. Claude Haiku 4.5 handles the widest range of inputs.
Are any of these open source?
No. o4-mini and Claude Haiku 4.5 are proprietary and only available through APIs and apps.
Which is newer?
Claude Haiku 4.5 is the newest, released Oct 15, 2025. o4-mini came out Apr 16, 2025. Knowledge cutoff: o4-mini May 2024, Claude Haiku 4.5 Feb 28, 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.