DeepSeek V4 Pro 0813 (Non-reasoning) vs Solar Pro 3
Which is better for the money: DeepSeek V4 Pro 0813 (Non-reasoning) 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.
Trade-off
Verdict
Depends on your budget
DeepSeek V4 Pro 0813 (Non-reasoning) scores 12.6 points higher (20.4 vs 7.8) but costs 2.8× as much to run the benchmark ($451 vs $159; both mid-range class). Pick DeepSeek V4 Pro 0813 (Non-reasoning) when the extra intelligence is worth the premium, otherwise Solar Pro 3.
| Metric | DeepSeek V4 Pro 0813 (Non-reasoning) | Solar Pro 3 | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 20.4 | 7.8 | −61.8% Solar Pro 3 is 61.8% less intelligent |
| Total AA cost (lower is better) | $450.76 | $159.22 | −64.7% Solar Pro 3 is 64.7% cheaper |
| End-to-end time (lower is better) | 6.85s | 18.88s | +175.6% Solar Pro 3 is 175.6% slower |
| Price per 1M tokens (in / out) | $1.32 / $3.96 | $0.15 / $0.60 | |
| Input modalities | Text | Text |
Solar Pro 3 vs DeepSeek V4 Pro 0813 (Non-reasoning): 61.8% less intelligence, 64.7% less cost to run the AA benchmark, and 175.6% slower end-to-end.
Today's Pareto frontier
Against the frontier
- DeepSeek V4 Pro 0813 (Non-reasoning) 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.
DeepSeek V4 Pro 0813 (Non-reasoning)Solar 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/deepseek-v4-pro-non-reasoning/solar-pro-3 · Markdown: /api/v1/compare/deepseek-v4-pro-non-reasoning/solar-pro-3?format=md · llms.txt · agent skill