Qwen3 Coder Next vs Solar Pro 3
Which is better for the money: Qwen3 Coder Next by Alibaba or Solar Pro 3 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
Qwen3 Coder Next scores 1.4 points higher (9.2 vs 7.8) but costs 2.5× as much to run the benchmark ($405 vs $159; both mid-range class). Pick Qwen3 Coder Next when the extra intelligence is worth the premium, otherwise Solar Pro 3.
| Metric | Qwen3 Coder Next | Solar Pro 3 | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 9.2 | 7.8 | −15.2% Solar Pro 3 is 15.2% less intelligent |
| Total AA cost (lower is better) | $405.10 | $159.22 | −60.7% Solar Pro 3 is 60.7% cheaper |
| End-to-end time (lower is better) | 6.44s | 18.94s | +194.1% Solar Pro 3 is 194.1% slower |
| Price per 1M tokens (in / out) | $0.31 / $1.00 | $0.15 / $0.60 | |
| Input modalities | Text | Text |
Solar Pro 3 vs Qwen3 Coder Next: 15.2% less intelligence, 60.7% less cost to run the AA benchmark, and 194.1% slower end-to-end.
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 3 is off the frontier: at the same or lower cost, Claude Haiku 5.5 (Xhigh) scores 41.20 for $158.
Qwen3 Coder NextSolar Pro 3Today'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-pro-3 · Markdown: /api/v1/compare/qwen3-coder-next/solar-pro-3?format=md · llms.txt · agent skill