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Model comparison

Moonshot v1 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.
Moonshot AI
N/A
No comparison
Alibaba
N/A
0 category wins0 category wins

Public leaderboard positions: Moonshot v1 #148 (Estimated); Qwen2.5-1M #120 (Estimated). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.

Evidence parity. Moonshot v1 and Qwen2.5-1M share 0 comparable benchmark results. 0 of 8 categories are comparable. 0 results are unique to Moonshot v1; 0 to Qwen2.5-1M.

Updated July 21, 2026
Shared results
0
Moonshot v1 only
0
Qwen2.5-1M only
0
Comparable categories
0 / 8

Benchmark data for Moonshot v1 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 Moonshot v1 and 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 128K for Moonshot v1.

Operational comparison

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

MetricMoonshot v1Qwen2.5-1MComparison
Input / output priceUSD per 1M tokensMoonshot v1Not availableQwen2.5-1M$0 input / $0 outputA complete price comparison is not available.
Generation speedtokens per secondMoonshot v1Not availableQwen2.5-1MNot availableA complete speed comparison is not available.
First-answer latencyseconds to first tokenMoonshot v1Not availableQwen2.5-1MNot availableA complete latency comparison is not available.
Context windowmaximum listed tokensMoonshot v1128KQwen2.5-1M1MQwen2.5-1M lists the larger context window.

Benchmark Deep Dive

Frequently Asked Questions (3)

Can I compare Moonshot v1 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 Moonshot v1 and Qwen2.5-1M today?

Moonshot v1: 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 21, 2026

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