Claude Haiku 4.5 vs o3-mini
Claude Haiku 4.5 comes out ahead, 58 to 52 on our weighted score.
- Our pick
Anthropic
Claude Haiku 4.5
58/100- ECI142.4
- Price$1.00 / $5.00
- Context200K
OpenAI
o3-mini
52/100- ECI140.3
- Price$1.10 / $4.40
- Context200K
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Make it a three-way comparison.
Claude Haiku 4.5 is our pick
Claude Haiku 4.5 is the better all-round choice, scoring 58/100 against o3-mini (52). It leads on capability and inputs & features. The score weighs capability 50%, price 25%, inputs & features 15%, context window 10%.
- CapabilityClaude Haiku 4.5Capabilities Index (ECI): Claude Haiku 4.5 142.4 · o3-mini 140.3
- Lowest priceo3-minio3-mini $1.93 · Claude Haiku 4.5 $2.00 per 1M tokens (3:1 blend)
- Longest contextAbout the sameClaude Haiku 4.5 200,000 · o3-mini 200,000 tokens
- Widest inputsClaude Haiku 4.5Claude Haiku 4.5: Text, Images, PDFs · o3-mini: Text
- Self-hostingNo open weightsBoth are available only through APIs
| Measure | Weight | Claude Haiku 4.5 | o3-mini |
|---|---|---|---|
| CapabilityCapabilities Index (ECI) | 50% | 69 | 66 |
| Price | 25% | 36 | 36 |
| Inputs & features | 15% | 80 | 45 |
| Context window | 10% | 32 | 32 |
| Overall | 100% | 58/100 | 52/100 |
Every spec in one table
Highlighted cells lead their row. Dashes mean the data is not published.
| Specification | ||
|---|---|---|
| Capability | ||
| Capabilities Index (ECI) | 142.4 (best) | 140.3 |
| ECI rank | #90 of 148 (best) | #98 of 148 |
| GPQA DiamondGraduate-level science questions | 71.2% | 77.0% (best) |
| FrontierMath Tiers 1–3Research-level mathematics | — | 18.6% |
| OTIS Mock AIME 2024–2025Competition mathematics | 66.7% | 76.9% (best) |
| SimpleQA VerifiedShort factual questions | 13.2% | 15.3% (best) |
| Price per million tokens | ||
| Input | $1.00 (best) | $1.10 |
| Output | $5.00 | $4.40 (best) |
| Cached input | $0.10 (best) | $0.55 |
| Blended (3:1) | $2.00 | $1.93 (best) |
| Long-context rate | Same rate | Same rate |
| Price source | Official Anthropic API | Official OpenAI API |
| Limits | ||
| Context window | 200,000 tokens | 200,000 tokens |
| Max output | 64,000 tokens | 100,000 tokens (best) |
| Inputs and features | ||
| Text | Yes | Yes |
| Images | Yes | No |
| PDFs | Yes | No |
| Audio | No | No |
| Video | No | No |
| Reasoning | Yes | Yeslow · medium · high |
| Tool calling | Yes | Yes |
| Structured output | Yes | Yes |
| Availability | ||
| Weights | Proprietary | Proprietary |
| API model ID | claude-haiku-4-5 | o3-mini |
| API providers | 34 (best) | 15 |
| Released | Oct 15, 2025 | Jan 31, 2025 |
| Knowledge cutoff | Feb 28, 2025 | May 2024 |
What would a month cost?
Enter your expected volume in millions of tokens. List prices only; caching and batch discounts would lower these.
Claude Haiku 4.5$20.00
o3-mini$19.80
Which should you choose?
Which is better: Claude Haiku 4.5 or o3-mini?
Claude Haiku 4.5 is the better all-round choice, scoring 58/100 against o3-mini (52). It leads on capability and inputs & features. The score weighs capability 50%, price 25%, inputs & features 15%, context window 10%.
Which is cheaper, Claude Haiku 4.5 or o3-mini?
o3-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 o3-mini versus $2.00 for Claude Haiku 4.5 (1× as much).
Which scores higher on benchmarks?
Claude Haiku 4.5 scores higher on the Capabilities Index (ECI): Claude Haiku 4.5 142.4 (#90 of 148) and o3-mini 140.3 (#98 of 148). The confidence ranges of the top two overlap (139.5–144.3 vs 137.4–141.9), so treat the gap as small. On individual benchmarks: GPQA Diamond — o3-mini 77.0%, Claude Haiku 4.5 71.2%; OTIS Mock AIME 2024–2025 — o3-mini 76.9%, Claude Haiku 4.5 66.7%; SimpleQA Verified — o3-mini 15.3%, Claude Haiku 4.5 13.2%.
Which is better for coding?
There are no published SWE-bench Verified results for Claude Haiku 4.5 and o3-mini yet, so there is no like-for-like coding score. On overall capability, Claude Haiku 4.5 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?
Claude Haiku 4.5 and o3-mini share the same 200,000-token context window. Maximum output per response: Claude Haiku 4.5 up to 64,000, o3-mini up to 100,000 tokens.
Which can read images, PDFs, audio or video?
Claude Haiku 4.5 accepts text, images and PDFs; o3-mini accepts text. Claude Haiku 4.5 handles the widest range of inputs.
Are any of these open source?
No. Claude Haiku 4.5 and o3-mini are proprietary and only available through APIs and apps.
Which is newer?
Claude Haiku 4.5 is the newest, released Oct 15, 2025. o3-mini came out Jan 31, 2025. Knowledge cutoff: Claude Haiku 4.5 Feb 28, 2025, o3-mini May 2024.
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.