Agents-A1 vs Gemma 4 E2B
Head-to-head comparison across 1benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.
Verdict
Agents-A1 leads for most workloads.
Based on BenchLM composite scores, July 2026.
Agents-A1
63
Gemma 4 E2B
34
Pick Agents-A1 if you want the stronger benchmark profile. Gemma 4 E2B 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 E2B |
|---|---|---|---|
| Knowledge | 47.6 | → 9.3 | 56.9 |
| Agentic | 75.5 | — | — |
| Reasoning | 60.2 | — | — |
| Inst. Following | 94.8 | — | — |
Operational Comparison
Agents-A1
Gemma 4 E2B
N/A
$0 / $0
N/A
N/A
N/A
N/A
262K
128K
Quick Verdict
Pick Agents-A1 if you want the stronger benchmark profile. Gemma 4 E2B only becomes the better choice if knowledge is the priority.
Agents-A1 is clearly ahead on the provisional aggregate, 63 to 34. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.
Agents-A1 gives you the larger context window at 262K, compared with 128K for Gemma 4 E2B.
Benchmark Deep Dive
Frequently Asked Questions (2)
Which is better, Agents-A1 or Gemma 4 E2B?
Agents-A1 is ahead on BenchLM's provisional leaderboard, 63 to 34.
Which is better for knowledge tasks, Agents-A1 or Gemma 4 E2B?
Gemma 4 E2B has the edge for knowledge tasks in this comparison, averaging 56.9 versus 47.6. Agents-A1 stays close enough that the answer can still flip depending on your workload.
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