In this head-to-head showdown, Upstage: Solar Pro 3 is more budget-friendly at $0.6/1M per 1M output tokens. Review the complete breakdown below to determine which model best fits your performance and budget requirements.
2 benchmarks evaluated across capability, speed, and cost
Alibaba dedicated open-weight code generation model with near-frontier SWE-bench Verified coding capability.
Auto-discovered from OpenRouter (upstage/solar-pro-3). Preview until a second source matches.
Single model data
No latency data
$0.6 / 1M output
Relative percentile scores computed across all active models in the benchmark catalog.
Comparing top standard models across 6 key capability dimensions. Tap any spoke or dot to inspect.
Category wins across reasoning intelligence, generation speed, and token cost.
Preference Elo, Coding proficiency, SWE-bench & LiveBench accuracy
Generation throughput and time to first token responsiveness
Cost per million tokens and max context window length
| Benchmark | Qwen 2.5 Coder 32B | Upstage: Solar Pro 3 | Difference / Delta |
|---|---|---|---|
| Preference Elo | — | — | |
| Coding Elo | — | — | |
| LiveBench | — | — | |
| SWE-bench | — | — | |
| GPQA Diamond | — | — | |
| Time to first token | — | — | |
| Output speed | 110 tok/s | — | — |
| Input price | $0.18/1M | $0.15/1M | Upstage: Solar Pro 3+$0.03/1M |
| Output price | $0.72/1M | $0.6/1M | Upstage: Solar Pro 3+$0.12/1M |
| Context window | = Same |
Simulate monthly production API costs in USD (US Dollar).
Upstage: Solar Pro 3 is estimated to save $2.85/month ($34/year).
Need SWE-bench on both sides.
Lower output list price ($0.6/1M).
Need TTFT on both sides.
Larger window (131k).
Upstage: Solar Pro 3 is the side marked multimodal in the catalog.
| Target Workload | Recommended Pick | Evaluation Rationale |
|---|---|---|
| Repo / coding agents | insufficient data | Need SWE-bench on both sides. |
| High-volume chat | Upstage: Solar Pro 3 | Lower output list price ($0.6/1M). |
| Voice / low-latency UI | insufficient data | Need TTFT on both sides. |
| Long-document RAG | Qwen 2.5 Coder 32B | Larger window (131k). |
| Screenshots / vision | Upstage: Solar Pro 3 | Upstage: Solar Pro 3 is the side marked multimodal in the catalog. |
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Verified Head-to-Head Telemetry
