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Use shared tests, visible gaps, and close-call warnings before turning a benchmark lead into a public claim.
Selected models · 1
Shared benchmarks · 21
Current leader · DeepSeek Reasoner
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Current frameBest for this use caseCoding copilot · All public sources
What should win?
Preset

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1 / 6 models
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DeepSeek Reasoner
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Compare · Coding copilot · best for this use case

DeepSeek Reasoner leads this compare set for coding copilot.

DeepSeek Reasonerno clear runner-up
Verified and stable

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

Shared tests
21
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
Chat / text
Where the evidence is thin
0 close-call benchmarks and 93 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
21 of 114 benchmarks
Text Arena
AR · rating
Text · Chat / text
1,39869.8%
exact aliasverified runtime
Row details
Raw value
1,398
Percentile
69.8%
Last updated
recent
Eligibility
headline eligible
Identity
provider alias (0.92)
Source label
deepseek-r1
Source row
n/a
Intelligence Index
AA · index
Text · Chat / text
1353.4%
exact aliasverified runtime
Row details
Raw value
13
Percentile
53.4%
Last updated
recent
Eligibility
headline eligible
Identity
provider alias (0.94)
Source label
DeepSeek R1 (Jan '25)
Source row
n/a
Openness Index
AA · index
Text · Chat / text
5083.9%
exact aliasverified runtime
Row details
Raw value
50
Percentile
83.9%
Last updated
recent
Eligibility
headline eligible
Identity
provider alias (0.94)
Source label
DeepSeek R1 0528 (May '25)
Source row
n/a
Blended price
AA · /1M tokens
Text · Chat / text
$2.4 /1M tokens23.2%
exact aliasverified runtime
Row details
Raw value
$2.4 /1M tokens
Percentile
23.2%
Last updated
recent
Eligibility
headline eligible
Identity
provider alias (0.94)
Source label
DeepSeek R1 (Jan '25)
Source row
n/a
Input price
AA · /1M input tokens
Text · Chat / text
$1.7 /1M input tokens18.8%
exact aliasverified runtime
Row details
Raw value
$1.7 /1M input tokens
Percentile
18.8%
Last updated
recent
Eligibility
headline eligible
Identity
provider alias (0.94)
Source label
DeepSeek R1 (Jan '25)
Source row
n/a
Output price
AA · /1M output tokens
Text · Chat / text
$4.7 /1M output tokens25.4%
exact aliasverified runtime
Row details
Raw value
$4.7 /1M output tokens
Percentile
25.4%
Last updated
recent
Eligibility
headline eligible
Identity
provider alias (0.94)
Source label
DeepSeek R1 (Jan '25)
Source row
n/a
GPQA
AA · %
Text · Reasoning / math / science
70.8%63.9%
exact aliasverified runtime
Row details
Raw value
70.8%
Percentile
63.9%
Last updated
recent
Eligibility
headline eligible
Identity
provider alias (0.94)
Source label
DeepSeek R1 (Jan '25)
Source row
n/a
Humanity's Last Exam
AA · %
Text · Reasoning / math / science
9.3%70.8%
exact aliasverified runtime
Row details
Raw value
9.3%
Percentile
70.8%
Last updated
recent
Eligibility
headline eligible
Identity
provider alias (0.94)
Source label
DeepSeek R1 (Jan '25)
Source row
n/a
CritPt
AA · %
Text · Reasoning / math / science
0.6%80.1%
exact aliasverified runtime
Row details
Raw value
0.6%
Percentile
80.1%
Last updated
recent
Eligibility
headline eligible
Identity
provider alias (0.94)
Source label
DeepSeek R1 (Jan '25)
Source row
n/a
SciCode
AA · %
Code · Coding
35.7%66%
exact aliasverified runtime
Row details
Raw value
35.7%
Percentile
66%
Last updated
recent
Eligibility
headline eligible
Identity
provider alias (0.94)
Source label
DeepSeek R1 (Jan '25)
Source row
n/a
Terminal-Bench Hard
AA · %
Code · Coding
6.1%41.4%
exact aliasverified runtime
Row details
Raw value
6.1%
Percentile
41.4%
Last updated
recent
Eligibility
headline eligible
Identity
provider alias (0.94)
Source label
DeepSeek R1 (Jan '25)
Source row
n/a
Tau2-Bench Telecom
AA · %
Text · Search / tool use
11.4%10.4%
exact aliasverified runtime
Row details
Raw value
11.4%
Percentile
10.4%
Last updated
recent
Eligibility
headline eligible
Identity
provider alias (0.94)
Source label
DeepSeek R1 (Jan '25)
Source row
n/a
1-12 of 21
Page 1 of 2
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

DeepSeek Reasoner
93 visible benchmark gaps still leave room for the result to move.
Coverage gaps

Where evidence is missing

DeepSeek Reasoner
Missing visible evidence on this compare surface
93
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
DeepSeek Reasoner
DeepSeek
60.4%
Share or publish this compare resultlinks, copy, and advanced framings
Share this report

Share the recommendation with the source data attached.

Use the report for the full source trail, or the card image when the post needs a clean preview.

Model compareDeepSeek Reasoner 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=deepseek-reasoner&mode=best-for-this-use-case&preset=coding-copilot
Card image/api/og?kind=compare&models=deepseek-reasoner&mode=best-for-this-use-case&preset=coding-copilot
Public links

Open or copy the stable surfaces

The report is the canonical source page. The card image is the compact preview for embeds, screenshots, and social cards.

Open reportOpen card preview
Copy-ready text

Use the exact public framing

Each copy action keeps the recommendation attached to source data instead of forcing you into a blank composer.

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.DeepSeek Reasoner leads this compare set for coding copilot.
ContrarianPush against the easy read and keep the strongest alternative live.Contrarian take: DeepSeek Reasoner leads this compare set for coding copilot.
Open-model angleBias the framing toward open weights and source transparency.Open-model angle: Model compare · DeepSeek Reasoner
Don't trust the headlineLead with the warning before you let the claim travel.Don't trust the headline: Model compare · DeepSeek Reasoner
X composer

Compose a post that keeps the warning attached

The post shell always exposes the recommendation, why, warning, source link, and an optional discussion question.

HeadlineDeepSeek Reasoner 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=deepseek-reasoner&mode=best-for-this-use-case&preset=coding-copilot
PreviewOver 280
DeepSeek Reasoner 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=deepseek-reasoner&mode=best-for-this-use-case&preset=coding-copilot
Open in XOpen card preview
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.