Agents-A1 vs Gemma 4 31B
Head-to-head comparison across 1benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.
Verdict
Agents-A1 leads for most workloads by a narrow margin.
Based on BenchLM composite scores, July 2026.
Agents-A1
63
Gemma 4 31B
62
Pick Agents-A1 if you want the stronger benchmark profile. Gemma 4 31B only becomes the better choice if knowledge is the priority.
Category Radar
Head-to-Head by Category
Category Breakdown
| Benchmark | Agents-A1 | Δ | Gemma 4 31B |
|---|---|---|---|
| Knowledge | 47.6 | → 5.7 | 53.3 |
| Agentic | 75.5 | — | — |
| Coding | — | — | 41.6 |
| Reasoning | 60.2 | — | — |
| Multimodal | — | — | 76.9 |
| Inst. Following | 94.8 | — | — |
Operational Comparison
Agents-A1
Gemma 4 31B
N/A
$0 / $0
N/A
N/A
N/A
N/A
262K
256K
Quick Verdict
Pick Agents-A1 if you want the stronger benchmark profile. Gemma 4 31B only becomes the better choice if knowledge is the priority.
Agents-A1 finishes one point ahead on BenchLM's provisional leaderboard, 63 to 62. That is enough to call, but not enough to treat as a blowout. This matchup comes down to a few meaningful edges rather than one model dominating the board.
Agents-A1 gives you the larger context window at 262K, compared with 256K for Gemma 4 31B.
Benchmark Deep Dive
Frequently Asked Questions (2)
Which is better, Agents-A1 or Gemma 4 31B?
Agents-A1 is ahead on BenchLM's provisional leaderboard, 63 to 62. The biggest single separator in this matchup is HLE, where the scores are 47.6% and 26.5%.
Which is better for knowledge tasks, Agents-A1 or Gemma 4 31B?
Gemma 4 31B has the edge for knowledge tasks in this comparison, averaging 53.3 versus 47.6. Inside this category, HLE is the benchmark that creates the most daylight between them.
Self-host vs API cost
Estimates at 50,000 req/day · 1000 tokens/req average.
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