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Model comparison

Claude 3.5 Sonnet vs Moonshot v1

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.
47.74/100
No comparison
Moonshot AI
N/A
0 category wins0 category wins

Public leaderboard positions: Claude 3.5 Sonnet #132 (Estimated); Moonshot v1 #148 (Estimated). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.

Evidence parity. Claude 3.5 Sonnet and Moonshot v1 share 0 comparable benchmark results. 0 of 8 categories are comparable. 4 results are unique to Claude 3.5 Sonnet; 0 to Moonshot v1.

Updated July 21, 2026
Shared results
0
Claude 3.5 Sonnet only
4
Moonshot v1 only
0
Comparable categories
0 / 8

Benchmark data for Claude 3.5 Sonnet and Moonshot v1 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 yet. This comparison is currently limited to metadata such as context window, reasoning mode, and pricing where available.

Claude 3.5 Sonnet has the larger context window at 200K, compared with 128K for Moonshot v1.

Operational comparison

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

MetricClaude 3.5 SonnetMoonshot v1Comparison
Input / output priceUSD per 1M tokensClaude 3.5 Sonnet$3 input / $15 outputMoonshot v1Not availableA complete price comparison is not available.
Generation speedtokens per secondClaude 3.5 SonnetNot availableMoonshot v1Not availableA complete speed comparison is not available.
First-answer latencyseconds to first tokenClaude 3.5 SonnetNot availableMoonshot v1Not availableA complete latency comparison is not available.
Context windowmaximum listed tokensClaude 3.5 Sonnet200KMoonshot v1128KClaude 3.5 Sonnet lists the larger context window.

Benchmark Deep Dive

Coding
BenchmarkClaude 3.5 SonnetMoonshot v1Result
SWE-bench VerifiedSource 49%Not comparable
Knowledge
BenchmarkClaude 3.5 SonnetMoonshot v1Result
GPQASource 59.4%Not comparable
Math
BenchmarkClaude 3.5 SonnetMoonshot v1Result
FrontierMath v2 (Tiers 1-3)Source 2.069%Not comparable
FrontierMath v2 (Tier 4)Source 0.000%Not comparable
Frequently Asked Questions (3)

Can I compare Claude 3.5 Sonnet and Moonshot v1 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 Claude 3.5 Sonnet and Moonshot v1 today?

Claude 3.5 Sonnet: $3.00 input / $15.00 output per 1M tokens Moonshot v1: Pricing unavailable 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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