Model comparison
Fugu Cyber vs SWE-1.7
Head-to-head evidence from 0 shared benchmark results across 0 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.
Evidence parity. Fugu Cyber and SWE-1.7 share 0 comparable benchmark results. 0 of 8 categories are comparable. 2 results are unique to Fugu Cyber; 4 to SWE-1.7.
Updated July 21, 2026- Shared results
- 0
- Fugu Cyber only
- 2
- SWE-1.7 only
- 4
- Comparable categories
- 0 / 8
Benchmark data for Fugu Cyber and SWE-1.7 is coming soon on BenchLM.
Confidence note. This is a partial-evidence comparison with 0 shared benchmark results across 0 evidence categories; 0 of 8 categories currently have scoreable aggregates for both models. Treat the verdict as directional until coverage is more balanced.
Why this result
BenchLM has partial data for these models, but not enough overlapping benchmark coverage to produce a fair score-level comparison yet.
Fugu Cyber has the larger context window at 1M, compared with 256K for SWE-1.7.
Operational comparison
Runtime and commercial metrics are compared only when both models have a complete sourced value.
| Metric | Fugu Cyber | SWE-1.7 | Comparison |
|---|---|---|---|
| Input / output priceUSD per 1M tokens | Fugu Cyber$6 input / $36 output | SWE-1.7Not available | A complete price comparison is not available. |
| Generation speedtokens per second | Fugu CyberNot available | SWE-1.7Not available | A complete speed comparison is not available. |
| First-answer latencyseconds to first token | Fugu CyberNot available | SWE-1.7Not available | A complete latency comparison is not available. |
| Context windowmaximum listed tokens | Fugu Cyber1M | SWE-1.7256K | Fugu Cyber lists the larger context window. |
Benchmark Deep Dive
Agentic3 benchmarks
Frequently Asked Questions (3)
Can I compare Fugu Cyber 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 Fugu Cyber and SWE-1.7 today?
Fugu Cyber: $6.00 input / $36.00 output per 1M tokens Both model pages still include creator, context window, reasoning mode, and other metadata while benchmark coverage fills in.
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