Qwen2.5-Coder-32B-Instruct vs Solar Pro 2
Solar Pro 2 comes out ahead, 51 to 39 on our weighted score, and it is the cheaper option too.
Alibaba (Qwen)Qwen2.5-Coder-32B-Instruct
39/100- ECI—
- Price$0.66 / $1.00
- Context131K
- Our pick
UpstageSolar Pro 2
51/100- ECI—
- Price$0.25 / $0.25
- Context66K
Add a model
Make it a three-way comparison.
Solar Pro 2 is our pick
Solar Pro 2 is the better all-round choice, scoring 51/100 against Qwen2.5-Coder-32B-Instruct (39). It leads on price and inputs & features. Qwen2.5-Coder-32B-Instruct wins on 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 Pro 2Solar Pro 2 $0.25 · Qwen2.5-Coder-32B-Instruct $0.745 per 1M tokens (3:1 blend)
- Longest contextQwen2.5-Coder-32B-InstructQwen2.5-Coder-32B-Instruct 131,072 · Solar Pro 2 65,536 tokens
- Widest inputsSame inputsQwen2.5-Coder-32B-Instruct: Text · Solar Pro 2: Text
- Self-hostingQwen2.5-Coder-32B-InstructPublishes downloadable weights
| Measure | Weight | Qwen2.5-Coder-32B-Instruct | Solar Pro 2 |
|---|---|---|---|
| Price | 50% | 54 | 75 |
| Inputs & features | 30% | 25 | 35 |
| Context window | 20% | 25 | 12 |
| Overall | 100% | 39/100 | 51/100 |
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 | Qwen2.5-Coder-32B-InstructAlibaba (Qwen) | Solar Pro 2Upstage |
|---|---|---|
| Capability | ||
| Capabilities Index (ECI) | — | — |
| ECI rank | — | — |
| Price per million tokens | ||
| Input | $0.66 | $0.25 (best) |
| Output | $1.00 | $0.25 (best) |
| Cached input | — | — |
| Blended (3:1) | $0.745 | $0.25 (best) |
| Long-context rate | Same rate | Same rate |
| Price source | Median of 7 providers | Official Upstage API |
| Limits | ||
| Context window | 131,072 tokens (best) | 65,536 tokens |
| Max output | 8,192 tokens | 8,192 tokens |
| Inputs and features | ||
| Text | Yes | Yes |
| Images | No | No |
| PDFs | No | No |
| Audio | No | No |
| Video | No | No |
| Reasoning | No | Yesminimal · high |
| Tool calling | Yes | Yes |
| Structured output | No | No |
| Availability | ||
| Weights | Open | Proprietary |
| API model ID | — | solar-pro2 |
| API providers | 7 (best) | 2 |
| Released | Nov 12, 2024 | May 20, 2025 |
| Knowledge cutoff | — | Mar 2025 |
What would a month cost?
Enter your expected volume in millions of tokens. List prices only; caching and batch discounts would lower these.
- Qwen2.5-Coder-32B-Instruct$8.60
- Solar Pro 2$3.00
Which should you choose?
Which is better: Qwen2.5-Coder-32B-Instruct or Solar Pro 2?
Solar Pro 2 is the better all-round choice, scoring 51/100 against Qwen2.5-Coder-32B-Instruct (39). It leads on price and inputs & features. Qwen2.5-Coder-32B-Instruct wins on 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, Qwen2.5-Coder-32B-Instruct or Solar Pro 2?
Solar Pro 2 is cheaper at $0.25 input / $0.25 output per million tokens (official Upstage API price). Qwen2.5-Coder-32B-Instruct costs $0.66 input / $1.00 output per million tokens (median across 7 API providers). At a typical mix of three input tokens to one output token, that is $0.25 per million tokens for Solar Pro 2 versus $0.745 for Qwen2.5-Coder-32B-Instruct (3× as much).
Which scores higher on benchmarks?
There is no independent benchmark that covers both models yet. Qwen2.5-Coder-32B-Instruct has not been scored yet and Solar Pro 2 has not been scored yet.
Which is better for coding?
There are no published SWE-bench Verified results for Qwen2.5-Coder-32B-Instruct and Solar Pro 2 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?
Qwen2.5-Coder-32B-Instruct has the largest context window at 131,072 tokens, against 65,536 for Solar Pro 2. Maximum output per response: Qwen2.5-Coder-32B-Instruct up to 8,192, Solar Pro 2 up to 8,192 tokens.
Which can read images, PDFs, audio or video?
Qwen2.5-Coder-32B-Instruct accepts text; Solar Pro 2 accepts text. They handle the same number of input types.
Are any of these open source?
Qwen2.5-Coder-32B-Instruct publishes its weights and can be self-hosted; Solar Pro 2 is proprietary.
Which is newer?
Solar Pro 2 is the newest, released May 20, 2025. Qwen2.5-Coder-32B-Instruct came out Nov 12, 2024. Knowledge cutoff: Solar Pro 2 Mar 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 Nov 2, 2026.
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