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Model comparison

o4-mini (high) vs Qwen2.5-1M

Data verified

Head-to-head evidence from 0 shared benchmark results across 0 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.

No sourced benchmark result is currently shared by both models. This page therefore compares only the available metadata, pricing, and runtime rows; it does not name a quality winner.
49.98/100
No comparison
Alibaba
N/A
0 category wins0 category wins

Public leaderboard positions: o4-mini (high) #118 (Estimated); Qwen2.5-1M #120 (Estimated). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.

Evidence parity. o4-mini (high) and Qwen2.5-1M share 0 comparable benchmark results. 0 of 8 categories are comparable. 2 results are unique to o4-mini (high); 0 to Qwen2.5-1M.

Updated July 22, 2026
Shared results
0
o4-mini (high) only
2
Qwen2.5-1M only
0
Comparable categories
0 / 8

Benchmark data for o4-mini (high) and Qwen2.5-1M 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 does not have sourced benchmark coverage for Qwen2.5-1M yet. This comparison is currently limited to metadata such as context window, reasoning mode, and pricing where available.

Qwen2.5-1M 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)Qwen2.5-1MComparison
Input / output priceUSD per 1M tokenso4-mini (high)Not availableQwen2.5-1M$0 input / $0 outputA complete price comparison is not available.
Generation speedtokens per secondo4-mini (high)161 tok/sQwen2.5-1MNot availableA complete speed comparison is not available.
First-answer latencyseconds to first tokeno4-mini (high)21.94 sQwen2.5-1MNot availableA complete latency comparison is not available.
Context windowmaximum listed tokenso4-mini (high)200KQwen2.5-1M1MQwen2.5-1M lists the larger context window.

Benchmark Deep Dive

Math
Benchmarko4-mini (high)Qwen2.5-1MResult
FrontierMath v2 (Tiers 1-3)Source 24.828%Not comparable
FrontierMath v2 (Tier 4)Source 6.250%Not comparable
Frequently Asked Questions (3)

Can I compare o4-mini (high) and Qwen2.5-1M 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 Qwen2.5-1M today?

o4-mini (high): Pricing unavailable Qwen2.5-1M: $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 22, 2026

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