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Model comparison

GPT-5.5 Pro vs Soofi S 30B-A3B

Data verified

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.
75/100
Margin
30.0pts
← winning
Soofi Project
45/100
1 category wins0 category wins

Evidence parity. GPT-5.5 Pro and Soofi S 30B-A3B share 0 comparable benchmark results. 1 of 8 categories are comparable. 7 results are unique to GPT-5.5 Pro; 8 to Soofi S 30B-A3B.

Updated July 15, 2026
Shared results
0
GPT-5.5 Pro only
7
Soofi S 30B-A3B only
8
Comparable categories
1 / 8

Pick GPT-5.5 Pro if you want the stronger benchmark profile. Soofi S 30B-A3B only becomes the better choice if you want the cheaper token bill or you would rather avoid the extra latency and token burn of a reasoning model.

Confidence note. This is a partial-evidence comparison with 0 shared benchmark results across 0 evidence categories; 1 of 8 categories currently have scoreable aggregates for both models. Treat the verdict as directional until coverage is more balanced.

Why this result

GPT-5.5 Pro is clearly ahead on the provisional aggregate, 75 to 45. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.

GPT-5.5 Pro's sharpest advantage is in knowledge, where it averages 57.2 against 49.9.

GPT-5.5 Pro is also the more expensive model on tokens at $30.00 input / $180.00 output per 1M tokens, versus $0.00 input / $0.00 output per 1M tokens for Soofi S 30B-A3B. That is roughly Infinityx on output cost alone. GPT-5.5 Pro is the reasoning model in the pair, while Soofi S 30B-A3B is not. That usually helps on harder chain-of-thought-heavy tests, but it can also mean more latency and more token spend in real use.

Operational comparison

Runtime and commercial metrics are compared only when both models have a complete sourced value.

MetricGPT-5.5 ProSoofi S 30B-A3BComparison
Input / output priceUSD per 1M tokensGPT-5.5 Pro$30 input / $180 outputSoofi S 30B-A3B$0 input / $0 outputSoofi S 30B-A3B has the lower combined listed price.
Generation speedtokens per secondGPT-5.5 ProNot availableSoofi S 30B-A3BNot availableA complete speed comparison is not available.
First-answer latencyseconds to first tokenGPT-5.5 ProNot availableSoofi S 30B-A3BNot availableA complete latency comparison is not available.
Context windowmaximum listed tokensGPT-5.5 Pro1MSoofi S 30B-A3B1MListed context windows are equal.

Benchmark Deep Dive

Agentic
BenchmarkGPT-5.5 ProSoofi S 30B-A3BResult
BrowseCompSource 90.1%Not comparable
Coding
BenchmarkGPT-5.5 ProSoofi S 30B-A3BResult
HumanEvalSource 73.8%Not comparable
Reasoning
BenchmarkGPT-5.5 ProSoofi S 30B-A3BResult
CritPtSource 30.6%Not comparable
BBHSource 78.8%Not comparable
DROPSource 66.5%Not comparable
KnowledgeGPT-5.5 Pro wins
BenchmarkGPT-5.5 ProSoofi S 30B-A3BResult
HLESource 57.2%Not comparable
HLE w/o toolsSource 43.1%Not comparable
GPQASource 43.4%Not comparable
GPQA-DSource 43.4%Not comparable
MMLU-ProSource 51.4%Not comparable
AGIEvalSource 66.9%Not comparable
Math
BenchmarkGPT-5.5 ProSoofi S 30B-A3BResult
FrontierMath (legacy)Source 52.4%Not comparable
FrontierMath v2 (Tiers 1-3)Source 51.000%Not comparable
FrontierMath v2 (Tier 4)Source 39.600%Not comparable
GSM8KSource 86.1%Not comparable
Frequently Asked Questions (2)

Which is better, GPT-5.5 Pro or Soofi S 30B-A3B?

GPT-5.5 Pro is ahead on BenchLM's provisional leaderboard, 75 to 45.

Which is better for knowledge tasks, GPT-5.5 Pro or Soofi S 30B-A3B?

GPT-5.5 Pro has the edge for knowledge tasks in this comparison, averaging 57.2 versus 49.9. Soofi S 30B-A3B stays close enough that the answer can still flip depending on your workload.

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Last updated: July 15, 2026

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