DeepSeek V3 0324 vs Solar Pro 3
Which is better for the money: DeepSeek V3 0324 by DeepSeek or Solar Pro 3 by Upstage? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-10-25.
Clear winner
Verdict
Pick DeepSeek V3 0324
Solar Pro 3 vs DeepSeek V3 0324: 19.6% less intelligence, 701.3% more cost to run the AA benchmark, and 308.7% slower end-to-end.
| Metric | DeepSeek V3 0324 | Solar Pro 3 | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 9.7 | 7.8 | −19.6% Solar Pro 3 is 19.6% less intelligent |
| Total AA cost (lower is better) | $19.87 | $159.22 | +701.3% Solar Pro 3 is 8.0× more expensive |
| End-to-end time (lower is better) | 4.62s | 18.88s | +308.7% Solar Pro 3 is 308.7% slower |
| Price per 1M tokens (in / out) | $0.24 / $0.90 | $0.15 / $0.60 | |
| Input modalities | Text | Text |
Today's Pareto frontier
Against the frontier
- DeepSeek V3 0324 is off the frontier: at the same or lower cost, GPT-6 Luna (Low) scores 21.50 for $10.6.
- Solar Pro 3 is off the frontier: at the same or lower cost, Claude Haiku 5.5 (Xhigh) scores 41.20 for $158.
DeepSeek V3 0324Solar Pro 3Today's Pareto frontierOpen-weights frontierEvery other model
Matchup
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Agents:
Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/deepseek-v3-0324/solar-pro-3 · Markdown: /api/v1/compare/deepseek-v3-0324/solar-pro-3?format=md · llms.txt · agent skill