o3-pro vs solar-mini
solar-mini comes out ahead, 52 to 27 on our weighted score, and it is the cheaper option too.
OpenAIo3-pro
27/100- ECI147.4
- Price$20.00 / $80.00
- Context200K
- Our pick
Upstage
solar-mini
52/100- ECI—
- Price$0.15 / $0.15
- Context33K
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Make it a three-way comparison.
solar-mini is our pick
solar-mini is the better all-round choice, scoring 52/100 against o3-pro (27). It leads on price. o3-pro wins on inputs & features and context window. The score weighs price 50%, inputs & features 30%, context window 20%. None of the shared benchmarks cover every model here yet, so capability is left out of this verdict.
- CapabilityNot enough dataNo independent benchmark covers every model here yet
- Lowest pricesolar-minisolar-mini $0.15 · o3-pro $35.00 per 1M tokens (3:1 blend)
- Longest contexto3-proo3-pro 200,000 · solar-mini 32,768 tokens
- Widest inputso3-proo3-pro: Text, Images · solar-mini: Text
- Self-hostingNo open weightsBoth are available only through APIs
| Measure | Weight | o3-pro | solar-mini |
|---|---|---|---|
| Price | 50% | 0 | 89 |
| Inputs & features | 30% | 70 | 25 |
| Context window | 20% | 32 | 0 |
| Overall | 100% | 27/100 | 52/100 |
Left out because at least one model lacks the data: capability. The remaining weights were rescaled.
Every spec in one table
Highlighted cells lead their row. Dashes mean the data is not published.
| Specification | o3-proOpenAI | solar-miniUpstage |
|---|---|---|
| Capability | ||
| Capabilities Index (ECI) | 147.4 | — |
| ECI rank | #60 of 148 | — |
| Price per million tokens | ||
| Input | $20.00 | $0.15 (best) |
| Output | $80.00 | $0.15 (best) |
| Cached input | — | — |
| Blended (3:1) | $35.00 | $0.15 (best) |
| Long-context rate | Same rate | Same rate |
| Price source | Official OpenAI API | Official Upstage API |
| Limits | ||
| Context window | 200,000 tokens (best) | 32,768 tokens |
| Max output | 100,000 tokens (best) | 4,096 tokens |
| Inputs and features | ||
| Text | Yes | Yes |
| Images | Yes | No |
| PDFs | No | No |
| Audio | No | No |
| Video | No | No |
| Reasoning | Yeslow · medium · high | No |
| Tool calling | Yes | Yes |
| Structured output | Yes | No |
| Availability | ||
| Weights | Proprietary | Proprietary |
| API model ID | o3-pro | solar-mini |
| API providers | 6 (best) | 1 |
| Released | Jun 10, 2025 | Jun 12, 2024 |
| Knowledge cutoff | May 2024 | Sep 2024 |
What would a month cost?
Enter your expected volume in millions of tokens. List prices only; caching and batch discounts would lower these.
- o3-pro$360.00
- solar-mini$1.80
Which should you choose?
Which is better: o3-pro or solar-mini?
solar-mini is the better all-round choice, scoring 52/100 against o3-pro (27). It leads on price. o3-pro wins on inputs & features and context window. The score weighs price 50%, inputs & features 30%, context window 20%. None of the shared benchmarks cover every model here yet, so capability is left out of this verdict.
Which is cheaper, o3-pro or solar-mini?
solar-mini is cheaper at $0.15 input / $0.15 output per million tokens (official Upstage API price). o3-pro costs $20.00 input / $80.00 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 solar-mini versus $35.00 for o3-pro (233× as much).
Which scores higher on benchmarks?
There is no independent benchmark that covers both models yet. o3-pro has an ECI of 147.4 and solar-mini has not been scored yet.
Which is better for coding?
There are no published SWE-bench Verified results for o3-pro and solar-mini yet, so there is no like-for-like coding score. Test both on a sample of your own tasks. Both support tool calling for agent workflows.
Which has the bigger context window?
o3-pro has the largest context window at 200,000 tokens, against 32,768 for solar-mini. Maximum output per response: o3-pro up to 100,000, solar-mini up to 4,096 tokens.
Which can read images, PDFs, audio or video?
o3-pro accepts text and images; solar-mini accepts text. o3-pro handles the widest range of inputs.
Are any of these open source?
No. o3-pro and solar-mini are proprietary and only available through APIs and apps.
Which is newer?
o3-pro is the newest, released Jun 10, 2025. solar-mini came out Jun 12, 2024. Knowledge cutoff: o3-pro May 2024, solar-mini Sep 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.
