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Model comparison

o4-mini (high) 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.
44/100
Margin
1.0pts
winning →
Soofi Project
45/100
0 category wins0 category wins

Evidence parity. o4-mini (high) and Soofi S 30B-A3B share 0 comparable benchmark results. 0 of 8 categories are comparable. 2 results are unique to o4-mini (high); 8 to Soofi S 30B-A3B.

Updated July 15, 2026
Shared results
0
o4-mini (high) only
2
Soofi S 30B-A3B only
8
Comparable categories
0 / 8

Benchmark data for o4-mini (high) and Soofi S 30B-A3B 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 200K for o4-mini (high).

Operational comparison

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

Metrico4-mini (high)Soofi S 30B-A3BComparison
Input / output priceUSD per 1M tokenso4-mini (high)Not availableSoofi S 30B-A3B$0 input / $0 outputA complete price comparison is not available.
Generation speedtokens per secondo4-mini (high)161 tok/sSoofi S 30B-A3BNot availableA complete speed comparison is not available.
First-answer latencyseconds to first tokeno4-mini (high)21.94 sSoofi S 30B-A3BNot availableA complete latency comparison is not available.
Context windowmaximum listed tokenso4-mini (high)200KSoofi S 30B-A3B1MSoofi S 30B-A3B lists the larger context window.

Benchmark Deep Dive

Coding
Benchmarko4-mini (high)Soofi S 30B-A3BResult
HumanEvalSource 73.8%Not comparable
Reasoning
Benchmarko4-mini (high)Soofi S 30B-A3BResult
BBHSource 78.8%Not comparable
DROPSource 66.5%Not comparable
Knowledge
Benchmarko4-mini (high)Soofi S 30B-A3BResult
GPQASource 43.4%Not comparable
GPQA-DSource 43.4%Not comparable
MMLU-ProSource 51.4%Not comparable
AGIEvalSource 66.9%Not comparable
Math
Benchmarko4-mini (high)Soofi S 30B-A3BResult
FrontierMath v2 (Tiers 1-3)Source 24.828%Not comparable
FrontierMath v2 (Tier 4)Source 6.250%Not comparable
GSM8KSource 86.1%Not comparable
Frequently Asked Questions (3)

Can I compare o4-mini (high) and Soofi S 30B-A3B 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 o4-mini (high) and Soofi S 30B-A3B today?

o4-mini (high): Pricing unavailable 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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