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Selected models · 1
Shared benchmarks · 23
Current leader · Qwen3.5 27B
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Current frameBest for this use caseCoding copilot · All public sources
What should win?
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Qwen3.5 27B
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Compare · Coding copilot · best for this use case

Qwen3.5 27B leads this compare set for coding copilot.

Qwen3.5 27Bno clear runner-up
Verified and stable

The current evidence supports a shortlist, not a single winner.

Shared tests
23
Close calls
0
Sources
All public
Open evidence pageInspect disagreement
Decision detail

Read this page as a workspace for choosing between top models, not as a universal crown. The current frame is Coding copilot under best for this use case.

Why the leader is ahead
Reasoning / math / science · Multilingual
Where the evidence is thin
0 close-call benchmarks and 91 missing missing leader rows keep this from reading as settled.
What to do next
Inspect decisive benchmarks first, then open the disagreement page or head-to-head pages if the top line still feels too narrow.
Open evidence pageInspect benchmark disagreement
23 of 114 benchmarks
Text Arena
AR · rating
Text · Chat / text
1,40972.3%
exact aliasverified runtime
Row details
Raw value
1,409
Percentile
72.3%
Last updated
recent
Eligibility
headline eligible
Identity
provider alias (0.92)
Source label
qwen3.5-27b
Source row
n/a
Code Arena
AR · rating
Code · Coding
1,35732.9%
exact aliasverified runtime
Row details
Raw value
1,357
Percentile
32.9%
Last updated
recent
Eligibility
headline eligible
Identity
provider alias (0.92)
Source label
qwen3.5-27b
Source row
n/a
Vision Arena
AR · rating
Vision · Vision understanding
1,22167.9%
exact aliasverified runtime
Row details
Raw value
1,221
Percentile
67.9%
Last updated
recent
Eligibility
headline eligible
Identity
provider alias (0.92)
Source label
qwen3.5-27b
Source row
n/a
WebDev Arena
AR · rating
Code · Coding
1,35732.9%
exact aliasverified runtime
Row details
Raw value
1,357
Percentile
32.9%
Last updated
recent
Eligibility
headline eligible
Identity
provider alias (0.92)
Source label
qwen3.5-27b
Source row
n/a
Intelligence Index
AA · index
Text · Chat / text
2985.8%
exact aliasverified runtime
Row details
Raw value
29
Percentile
85.8%
Last updated
recent
Eligibility
headline eligible
Identity
provider alias (0.94)
Source label
Qwen3.5 27B (Non-reasoning)
Source row
n/a
Time to first token
AA · s
Text · Chat / text
5.85s18.1%
exact aliasverified runtime
Row details
Raw value
5.85s
Percentile
18.1%
Last updated
recent
Eligibility
headline eligible
Identity
provider alias (0.94)
Source label
Qwen3.5 27B (Non-reasoning)
Source row
n/a
Openness Index
AA · index
Text · Chat / text
3954.8%
exact aliasverified runtime
Row details
Raw value
39
Percentile
54.8%
Last updated
recent
Eligibility
headline eligible
Identity
provider alias (0.94)
Source label
Qwen3.5 27B (Non-reasoning)
Source row
n/a
Output Speed
AA · tokens/s
Text · Chat / text
79.8 tokens/s41.9%
exact aliasverified runtime
Row details
Raw value
79.8 tokens/s
Percentile
41.9%
Last updated
recent
Eligibility
headline eligible
Identity
provider alias (0.94)
Source label
Qwen3.5 27B (Reasoning)
Source row
n/a
Time to first answer token
AA · s
Text · Chat / text
30.87s24.8%
exact aliasverified runtime
Row details
Raw value
30.87s
Percentile
24.8%
Last updated
recent
Eligibility
headline eligible
Identity
provider alias (0.94)
Source label
Qwen3.5 27B (Reasoning)
Source row
n/a
Blended price
AA · /1M tokens
Text · Chat / text
$0.9 /1M tokens40.2%
exact aliasverified runtime
Row details
Raw value
$0.9 /1M tokens
Percentile
40.2%
Last updated
recent
Eligibility
headline eligible
Identity
provider alias (0.94)
Source label
Qwen3.5 27B (Non-reasoning)
Source row
n/a
Input price
AA · /1M input tokens
Text · Chat / text
$0.3 /1M input tokens56.5%
exact aliasverified runtime
Row details
Raw value
$0.3 /1M input tokens
Percentile
56.5%
Last updated
recent
Eligibility
headline eligible
Identity
provider alias (0.94)
Source label
Qwen3.5 27B (Non-reasoning)
Source row
n/a
Output price
AA · /1M output tokens
Text · Chat / text
$2.6 /1M output tokens35.1%
exact aliasverified runtime
Row details
Raw value
$2.6 /1M output tokens
Percentile
35.1%
Last updated
recent
Eligibility
headline eligible
Identity
provider alias (0.94)
Source label
Qwen3.5 27B (Non-reasoning)
Source row
n/a
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Decisive benchmarks

What is doing the visible work

No decisive benchmark
The shared tests are too split or too sparse for a clean separator.
Decision pressure

What changes the winner

Qwen3.5 27B
91 visible benchmark gaps still leave room for the result to move.
Coverage gaps

Where evidence is missing

Qwen3.5 27B
Missing visible evidence on this compare surface
91
Preset interpretation

How this weighting reads the field

The current decision mode is grounded in the Coding copilot preset. This keeps the compare page connected to a visible use case instead of an unspoken “overall winner” claim.

score = 1.45 × coding + 1.05 × reasoning math science + 0.80 × long contextcoverage floor = 55% · recency window = 120 days
Qwen3.5 27B
Qwen
79.4%
Share or publish this compare resultlinks, copy, and advanced framings
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Model compareQwen3.5 27B leads this compare set for coding copilot.

0 shared benchmarks are still too close to call, so the win stays conditional. This compare uses all public sources, with provider-official evidence labeled separately.

Report/artifacts/compare?models=qwen3-5-27b&mode=best-for-this-use-case&preset=coding-copilot
Card image/api/og?kind=compare&models=qwen3-5-27b&mode=best-for-this-use-case&preset=coding-copilot
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Copy-ready text

Use the exact public framing

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Advanced framings and X composerNeutral, contrarian, open-model, and skeptical variants
Model compare

Pick the voice before you post

Use the framing variants only when you need them. The report and the public copy actions above should handle most cases.

Neutral analystLead with the recommendation, then attach the reason and warning.Qwen3.5 27B leads this compare set for coding copilot.
ContrarianPush against the easy read and keep the strongest alternative live.Contrarian take: Qwen3.5 27B leads this compare set for coding copilot.
Open-model angleBias the framing toward open weights and source transparency.Open-model angle: Model compare · Qwen3.5 27B
Don't trust the headlineLead with the warning before you let the claim travel.Don't trust the headline: Model compare · Qwen3.5 27B
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Compose a post that keeps the warning attached

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HeadlineQwen3.5 27B leads this compare set for coding copilot.
WhyThe visible source data changed enough to change the recommendation.
Warning0 shared benchmarks are still too close to call, so the win stays conditional. This compare uses all public sources, with provider-official evidence labeled separately.
Source link/artifacts/compare?models=qwen3-5-27b&mode=best-for-this-use-case&preset=coding-copilot
PreviewOver 280
Qwen3.5 27B leads this compare set for coding copilot.
The visible source data changed enough to change the recommendation.
Warning: 0 shared benchmarks are still too close to call, so the win stays conditional. This compare uses all public sources, with provider-official evidence labeled separately.
Source data: /artifacts/compare?models=qwen3-5-27b&mode=best-for-this-use-case&preset=coding-copilot
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Reading guide

How to read this workspace

Who wins most oftenBenchmarks with one clear percentile leader.Missing evidenceBenchmarks where a top model has no visible score.Decision readA public claim tied to an explicit use case and source filter.