Qwen3 Coder Next vs Solar Pro 4
Which is better for the money: Qwen3 Coder Next by Alibaba or Solar Pro 4 by Upstage? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-10-24.
Trade-off
Verdict
Depends on your budget
Solar Pro 4 scores 17.4 points higher (26.6 vs 9.2) but costs 1.8× as much to run the benchmark ($737 vs $405; premium vs mid-range cost classes). Pick Solar Pro 4 when the extra intelligence is worth the premium, otherwise Qwen3 Coder Next.
| Metric | Qwen3 Coder Next | Solar Pro 4 | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 9.2 | 26.6 | +189.1% Solar Pro 4 is 2.9× more intelligent |
| Total AA cost (lower is better) | $405.10 | $736.82 | +81.9% Solar Pro 4 is 81.9% more expensive |
| End-to-end time (lower is better) | 6.44s | Not reported | — not comparable |
| Price per 1M tokens (in / out) | $0.31 / $1.00 | $0.30 / $1.20 | |
| Input modalities | Text | Text |
Solar Pro 4 vs Qwen3 Coder Next: 189.1% more intelligence, 81.9% more cost to run the AA benchmark, and end-to-end time not fully reported.
Today's Pareto frontier
Against the frontier
- Qwen3 Coder Next is off the frontier: at the same or lower cost, GPT-6.1 Sol (Medium) scores 47.80 for $361.
- Solar Pro 4 is off the frontier: at the same or lower cost, GPT-6.1 Sol (Xhigh) scores 51.00 for $662.
Qwen3 Coder NextSolar Pro 4Today's Pareto frontierOpen-weights frontierEvery other model
Matchup
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Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/qwen3-coder-next/solar-pro4 · Markdown: /api/v1/compare/qwen3-coder-next/solar-pro4?format=md · llms.txt · agent skill