Gemma 4 31B vs SWE-1.7
Head-to-head comparison across 0benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.
Verdict
SWE-1.7 leads for most workloads.
Based on BenchLM composite scores, July 2026.
Gemma 4 31B
62
SWE-1.7
75
Benchmark data for Gemma 4 31B and SWE-1.7 is coming soon on BenchLM.
Category Radar
Head-to-Head by Category
Operational Comparison
Gemma 4 31B
SWE-1.7
$0 / $0
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256K
256K
Quick Verdict
Benchmark data for Gemma 4 31B and SWE-1.7 is coming soon on BenchLM.
BenchLM has partial data for these models, but not enough overlapping benchmark coverage to produce a fair score-level comparison yet.
Benchmark Deep Dive
Frequently Asked Questions (3)
Can I compare Gemma 4 31B and SWE-1.7 on BenchLM yet?
Not fully yet. BenchLM is tracking both models, but the sourced benchmark breakdown for this comparison is still coming soon.
Why does this comparison show “coming soon”?
BenchLM only shows category winners and benchmark-level calls when we have sourced results that can be compared fairly. For these models, the public benchmark coverage is not complete enough yet.
What data is available for Gemma 4 31B and SWE-1.7 today?
Gemma 4 31B: $0.00 input / $0.00 output per 1M tokens Both model pages still include creator, context window, reasoning mode, and other metadata while benchmark coverage fills in.
Self-host vs API cost
Estimates at 50,000 req/day · 1000 tokens/req average.
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