Model comparison

Soofi S 30B-A3B vs SWE-1.7

Data verified July 15, 2026

Head-to-head evidence from 0 shared benchmark results across 0 categories. Overall scores shown here use BenchLM's provisional ranking lane.

Benchmark data for one or both models is coming soon. This page currently shows metadata and pricing where BenchLM has it, and score-level comparisons will populate as public benchmark results land.

Soofi S 30B-A3B

Soofi Project

45/100

Margin

29.0pts

winning →

SWE-1.7

Cognition

74/100

0 category wins0 category wins

Evidence parity. Soofi S 30B-A3B and SWE-1.7 share 0 comparable benchmark results. 0 of 8 categories are comparable. 8 results are unique to Soofi S 30B-A3B; 4 to SWE-1.7.

Updated July 15, 2026

Shared results: 0
Soofi S 30B-A3B only: 8
SWE-1.7 only: 4
Comparable categories: 0 / 8

Benchmark data for Soofi S 30B-A3B 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.

Soofi S 30B-A3B 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	Soofi S 30B-A3B	SWE-1.7	Comparison
Input / output priceUSD per 1M tokens	Soofi S 30B-A3B$0 input / $0 output	SWE-1.7Not available	A complete price comparison is not available.
Generation speedtokens per second	Soofi S 30B-A3BNot available	SWE-1.7Not available	A complete speed comparison is not available.
First-answer latencyseconds to first token	Soofi S 30B-A3BNot available	SWE-1.7Not available	A complete latency comparison is not available.
Context windowmaximum listed tokens	Soofi S 30B-A3B1M	SWE-1.7256K	Soofi S 30B-A3B lists the larger context window.

Benchmark Deep Dive

Agentic

1 benchmarks

Benchmark	Soofi S 30B-A3B	SWE-1.7	Result
Terminal-Bench 2.0Source	—	81.5%	Not comparable

Coding

4 benchmarks

Benchmark	Soofi S 30B-A3B	SWE-1.7	Result
HumanEvalSource	73.8%	—	Not comparable
FrontierCodeSource	—	42.3%	Not comparable
Terminal-Bench 2.0Source	—	81.5%	Not comparable
SWE MultilingualSource	—	77.8%	Not comparable

Reasoning

2 benchmarks

Benchmark	Soofi S 30B-A3B	SWE-1.7	Result
BBHSource	78.8%	—	Not comparable
DROPSource	66.5%	—	Not comparable

Knowledge

4 benchmarks

Benchmark	Soofi S 30B-A3B	SWE-1.7	Result
GPQASource	43.4%	—	Not comparable
GPQA-DSource	43.4%	—	Not comparable
MMLU-ProSource	51.4%	—	Not comparable
AGIEvalSource	66.9%	—	Not comparable

Math

1 benchmarks

Benchmark	Soofi S 30B-A3B	SWE-1.7	Result
GSM8KSource	86.1%	—	Not comparable

Frequently Asked Questions (3)

Can I compare Soofi S 30B-A3B 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 Soofi S 30B-A3B and SWE-1.7 today?

Soofi S 30B-A3B: $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.

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Last updated: July 15, 2026

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