Compare / head-to-head
DeepSeek V3vsDeepSeek V3.2
DeepSeek V3.2 leads 5 of 5 shared benchmarks. DeepSeek V3.2 has the larger context window (131K tokens).
Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.
Shared benchmarks
0 – 5
DeepSeek V3.2 leads
Cheaper per token
—
list price, input + output
Larger context
DeepSeek V3.2
131K tokens
Provider uptime (30d)
100%
DeepSeek
DeepSeek V3
DeepSeek · released 2024-12-26
text
- Context
- 128K
- Max out
- 8K
- Input /1M
- —
- Output /1M
- —
- Cached /1M
- —
- Scores
- 8 · 7 core
DeepSeek V3.2
DeepSeek · released 2025-12-01
text
- Context
- 131K
- Max out
- 66K
- Input /1M
- —
- Output /1M
- —
- Cached /1M
- —
- Scores
- 8 · 7 core
Quality
Benchmark matrix
5 shared · 2 only DeepSeek V3 · 2 only DeepSeek V3.2| Benchmark | DeepSeek V3 | DeepSeek V3.2 | Δ | Edge |
|---|---|---|---|---|
| Reported by both · 5 | ||||
| SWE-bench Verified | 42% ↗ | 73.1% ↗ | -31.1 pt | DeepSeek V3.2 |
| GPQA Diamond | 59.1% ↗ | 82.4% ↗ | -23.3 pt | DeepSeek V3.2 |
| MMLU-Pro | 75.9% ↗ | 85% ↗ | -9.1 pt | DeepSeek V3.2 |
| AIME 2025 | 25% ↗matharena | 93.1% ↗ | -68.1 pt | DeepSeek V3.2 |
| LMArena Elo | 1332.4 ↗ | 1424.8 ↗ | -92.4 | DeepSeek V3.2 |
| Only DeepSeek V3 reports · 2 | ||||
| MMLU | 88.5% ↗ | not reported | — | — |
| OTIS Mock AIME 2024-2025 (Epoch AI run) | 15.8% ↗epoch | not reported | — | — |
| Only DeepSeek V3.2 reports · 2 | ||||
| AIME 2026 | not reported | 94.2% ↗matharena | — | — |
| Humanity's Last Exam (no tools) | not reported | 25.1% ↗ | — | — |
Scores tagged "epoch" or "matharena" are independent runs, used only where the lab has not published its own; ⚠ marks rows MathArena flags as released after the competition. Higher is better on every row. Δ is DeepSeek V3 minus DeepSeek V3.2 in the benchmark's own unit. "Not reported" means the lab has not published that figure; it is not a zero. ↗ opens the source.
Specs & pricing
Side by side
Official pricing pages and model cards| Spec | DeepSeek V3 | DeepSeek V3.2 | Edge |
|---|---|---|---|
| Context window | 128K tokens | 131K tokens | DeepSeek V3.2 |
| Max output | 8K tokens | 66K tokens | DeepSeek V3.2 |
| Input price / 1M | — | — | — |
| Output price / 1M | — | — | — |
| Cached input / 1M | — | — | — |
| Input + output / 1M Lower is cheaper. List prices; batch, tool and regional fees excluded. | — | — | — |
| Modalities | text | text | Tie |
| Released | 2024-12-26 | 2025-12-01 | — |
| Cited benchmark scores | 8 | 8 | — |
Reliability
DeepSeek status
Last 60 days · refreshed daily on this page · live on /statusMore matchups
DeepSeek V3 vs …
Models sharing the most benchmarksMore matchups
DeepSeek V3.2 vs …
Models sharing the most benchmarksBuilt by Respan
Which one wins on your data?
Public benchmarks are a starting point. Run DeepSeek V3 and DeepSeek V3.2 on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.