Agents-A1 vs DeepSeek V4 Pro (Max)
Head-to-head comparison across 2benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.
Verdict
DeepSeek V4 Pro (Max) leads for most workloads.
Based on BenchLM composite scores, July 2026.
Agents-A1
63
DeepSeek V4 Pro (Max)
80
Verified leaderboard positions: Agents-A1 unranked · DeepSeek V4 Pro (Max) #9
Pick DeepSeek V4 Pro (Max) if you want the stronger benchmark profile. Agents-A1 only becomes the better choice if agentic is the priority.
Category Radar
Head-to-Head by Category
Category Breakdown
| Benchmark | Agents-A1 | Δ | DeepSeek V4 Pro (Max) |
|---|---|---|---|
| Knowledge | 47.6 | → 12.8 | 60.4 |
| Agentic | 75.5 | ← 1.0 | 74.5 |
| Coding | — | — | 75.9 |
| Reasoning | 60.2 | — | — |
| Math | — | — | 95.2 |
| Inst. Following | 94.8 | — | — |
Operational Comparison
Agents-A1
DeepSeek V4 Pro (Max)
N/A
$1.74 / $3.48
N/A
N/A
N/A
N/A
262K
1M
Quick Verdict
Pick DeepSeek V4 Pro (Max) if you want the stronger benchmark profile. Agents-A1 only becomes the better choice if agentic is the priority.
DeepSeek V4 Pro (Max) is clearly ahead on the provisional aggregate, 80 to 63. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.
DeepSeek V4 Pro (Max)'s sharpest advantage is in knowledge, where it averages 60.4 against 47.6. The single biggest benchmark swing on the page is HLE, 47.6% to 37.7%. Agents-A1 does hit back in agentic, so the answer changes if that is the part of the workload you care about most.
DeepSeek V4 Pro (Max) gives you the larger context window at 1M, compared with 262K for Agents-A1.
Benchmark Deep Dive
Frequently Asked Questions (3)
Which is better, Agents-A1 or DeepSeek V4 Pro (Max)?
DeepSeek V4 Pro (Max) is ahead on BenchLM's provisional leaderboard, 80 to 63. The biggest single separator in this matchup is HLE, where the scores are 47.6% and 37.7%.
Which is better for knowledge tasks, Agents-A1 or DeepSeek V4 Pro (Max)?
DeepSeek V4 Pro (Max) has the edge for knowledge tasks in this comparison, averaging 60.4 versus 47.6. Inside this category, HLE is the benchmark that creates the most daylight between them.
Which is better for agentic tasks, Agents-A1 or DeepSeek V4 Pro (Max)?
Agents-A1 has the edge for agentic tasks in this comparison, averaging 75.5 versus 74.5. Inside this category, Tau2-Telecom is the benchmark that creates the most daylight between them.
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