Agents-A1 vs MiniMax M3
Head-to-head comparison across 1benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.
Verdict
MiniMax M3 leads for most workloads.
Based on BenchLM composite scores, July 2026.
Agents-A1
63
MiniMax M3
72
Verified leaderboard positions: Agents-A1 unranked · MiniMax M3 #21
Pick MiniMax M3 if you want the stronger benchmark profile. Agents-A1 only becomes the better choice if agentic is the priority or you want the stronger reasoning-first profile.
Category Radar
Head-to-Head by Category
Category Breakdown
| Benchmark | Agents-A1 | Δ | MiniMax M3 |
|---|---|---|---|
| Agentic | 75.5 | ← 3.2 | 72.3 |
| Coding | — | — | 67.0 |
| Reasoning | 60.2 | — | — |
| Knowledge | 47.6 | — | — |
| Math | — | — | 85.7 |
| Multimodal | — | — | 64.9 |
| Inst. Following | 94.8 | — | — |
Operational Comparison
Agents-A1
MiniMax M3
N/A
$0.3 / $1.2
N/A
N/A
N/A
N/A
262K
1M
Quick Verdict
Pick MiniMax M3 if you want the stronger benchmark profile. Agents-A1 only becomes the better choice if agentic is the priority or you want the stronger reasoning-first profile.
MiniMax M3 is clearly ahead on the provisional aggregate, 72 to 63. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.
Agents-A1 is the reasoning model in the pair, while MiniMax M3 is not. That usually helps on harder chain-of-thought-heavy tests, but it can also mean more latency and more token spend in real use. MiniMax M3 gives you the larger context window at 1M, compared with 262K for Agents-A1.
Benchmark Deep Dive
Frequently Asked Questions (2)
Which is better, Agents-A1 or MiniMax M3?
MiniMax M3 is ahead on BenchLM's provisional leaderboard, 72 to 63. The biggest single separator in this matchup is BrowseComp, where the scores are 75.5% and 83.5%.
Which is better for agentic tasks, Agents-A1 or MiniMax M3?
Agents-A1 has the edge for agentic tasks in this comparison, averaging 75.5 versus 72.3. Inside this category, Tau2-Telecom is the benchmark that creates the most daylight between them.
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