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Model comparison

Qwen3.6-27B vs Seed-2.0-Mini

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.
53.82/100
No comparison
ByteDance
N/A
0 category wins0 category wins

Public leaderboard positions: Qwen3.6-27B #93 (Estimated); Seed-2.0-Mini #149 (Estimated). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.

Evidence parity. Qwen3.6-27B and Seed-2.0-Mini share 0 comparable benchmark results. 0 of 8 categories are comparable. 54 results are unique to Qwen3.6-27B; 0 to Seed-2.0-Mini.

Updated July 21, 2026
Shared results
0
Qwen3.6-27B only
54
Seed-2.0-Mini only
0
Comparable categories
0 / 8

Benchmark data for Qwen3.6-27B and Seed-2.0-Mini 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 Seed-2.0-Mini yet. This comparison is currently limited to metadata such as context window, reasoning mode, and pricing where available.

Qwen3.6-27B has the larger context window at 262K, compared with 256K for Seed-2.0-Mini.

Operational comparison

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

MetricQwen3.6-27BSeed-2.0-MiniComparison
Input / output priceUSD per 1M tokensQwen3.6-27B$0 input / $0 outputSeed-2.0-MiniNot availableA complete price comparison is not available.
Generation speedtokens per secondQwen3.6-27BNot availableSeed-2.0-MiniNot availableA complete speed comparison is not available.
First-answer latencyseconds to first tokenQwen3.6-27BNot availableSeed-2.0-MiniNot availableA complete latency comparison is not available.
Context windowmaximum listed tokensQwen3.6-27B262KSeed-2.0-Mini256KQwen3.6-27B lists the larger context window.

Benchmark Deep Dive

Agentic
BenchmarkQwen3.6-27BSeed-2.0-MiniResult
Terminal-Bench 2.0Source 59.3%Not comparable
Claw-EvalSource 72.4%Not comparable
QwenClawBenchSource 53.4%Not comparable
QwenWebBenchSource 1487Not comparable
AndroidWorldSource 70.3%Not comparable
AA Agentic IndexSource 27.0%Not comparable
τ²-bench resultsSource 94.2%Not comparable
GDPval-AASource 32.0%Not comparable
GDPval-AASource 1140Not comparable
Gert LabsSource 54.84%Not comparable
Coding
BenchmarkQwen3.6-27BSeed-2.0-MiniResult
SWE-bench VerifiedSource 77.2%Not comparable
SWE MultilingualSource 71.3%Not comparable
SWE-bench ProSource 53.5%Not comparable
Terminal-Bench 2.0Source 59.3%Not comparable
LiveCodeBenchSource 83.9%Not comparable
NL2RepoSource 36.2%Not comparable
AA Coding IndexSource 53.7%Not comparable
AA-SciCodeSource 39.8%Not comparable
Reasoning
BenchmarkQwen3.6-27BSeed-2.0-MiniResult
AA-LCRSource 68.7%Not comparable
CritPtSource 1.1%Not comparable
Knowledge
BenchmarkQwen3.6-27BSeed-2.0-MiniResult
MMLU-ProSource 86.2%Not comparable
MMLU-ReduxSource 93.5%Not comparable
SuperGPQASource 66%Not comparable
C-EvalSource 91.4%Not comparable
GPQASource 87.8%Not comparable
HLESource 24%Not comparable
Artificial Analysis Intelligence IndexSource 37.0%Not comparable
AA-GPQA DiamondSource 84.2%Not comparable
AA-HLESource 21.6%Not comparable
AA-Omniscience IndexSource -19.8%Not comparable
AA-Omniscience AccuracySource 19.2%Not comparable
AA-Omniscience Hallucination RateSource 48.3%Not comparable
Math
BenchmarkQwen3.6-27BSeed-2.0-MiniResult
HMMT Feb 2025Source 93.8%Not comparable
HMMT Nov 2025Source 90.7%Not comparable
HMMT Feb 2026Source 84.3%Not comparable
MMAnswerBenchSource 80.8%Not comparable
AIME26Source 94.1%Not comparable
Multimodal
BenchmarkQwen3.6-27BSeed-2.0-MiniResult
MMMUSource 82.9%Not comparable
MMMU-ProSource 75.8%Not comparable
RealWorldQASource 84.1%Not comparable
DynaMathSource 85.6%Not comparable
MStarSource 81.4%Not comparable
SimpleVQASource 56.1%Not comparable
CharXivSource 78.4%Not comparable
CC-OCRSource 81.2%Not comparable
CountBenchSource 97.8%Not comparable
RefCOCO (avg)Source 92.5%Not comparable
ERQASource 62.5%Not comparable
Video-MME (with subtitle)Source 87.7%Not comparable
VideoMMMUSource 84.4%Not comparable
MLVU (M-Avg)Source 86.6%Not comparable
V*Source 94.7%Not comparable
AA-MMMU-ProSource 74.6%Not comparable
Inst. Following
BenchmarkQwen3.6-27BSeed-2.0-MiniResult
AA-IFBenchSource 67.6%Not comparable
Frequently Asked Questions (3)

Can I compare Qwen3.6-27B and Seed-2.0-Mini 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 Qwen3.6-27B and Seed-2.0-Mini today?

Qwen3.6-27B: $0.00 input / $0.00 output per 1M tokens Seed-2.0-Mini: Pricing unavailable Both model pages still include creator, context window, reasoning mode, and other metadata while benchmark coverage fills in.

Self-host vs API cost

Estimates at 50,000 req/day · 1000 tokens/req average.

Qwen3.6-27B
API / mo$0
Self-host / mo$429
Break-even
Seed-2.0-Mini
API / mo$0
Self-host / moNot listed
Break-even
Proprietary model — self-hosting not applicable.
Model the full break-even

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Last updated: July 21, 2026

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