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Selected models · 1
Shared benchmarks · 15
Current leader · GPT-6 Astra (Medium)
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Current frameBest for this use caseCoding copilot · All public sources
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GPT-6 Astra (Medium)
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Compare · Coding copilot · best for this use case

GPT-6 Astra (Medium) leads this compare set for coding copilot.

GPT-6 Astra (Medium)no clear runner-up
Verified and stable

The main warning is thinner evidence on Coding.

Shared tests
15
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
Where the evidence is thin
0 close-call benchmarks and 117 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
15 of 132 benchmarks
Intelligence Index
AA · index
Text · Chat / text
5096.6%
exact aliasverified runtime
Row details
Raw value
50
Percentile
96.6%
Last updated
recent
Eligibility
headline eligible
Identity
provider alias (0.94)
Source label
GPT-6 Astra (Medium)
Source row
n/a
Time to first token
AA · s
Text · Chat / text
6.07s31.4%
exact aliasverified runtime
Row details
Raw value
6.07s
Percentile
31.4%
Last updated
recent
Eligibility
headline eligible
Identity
provider alias (0.94)
Source label
GPT-6 Astra (Medium)
Source row
n/a
Output Speed
AA · tokens/s
Text · Chat / text
44.6 tokens/s10.7%
exact aliasverified runtime
Row details
Raw value
44.6 tokens/s
Percentile
10.7%
Last updated
recent
Eligibility
headline eligible
Identity
provider alias (0.94)
Source label
GPT-6 Astra (Medium)
Source row
n/a
Time to first answer token
AA · s
Text · Chat / text
6.07s71.8%
exact aliasverified runtime
Row details
Raw value
6.07s
Percentile
71.8%
Last updated
recent
Eligibility
headline eligible
Identity
provider alias (0.94)
Source label
GPT-6 Astra (Medium)
Source row
n/a
Input price
AA · /1M input tokens
Text · Chat / text
$10 /1M input tokens5.9%
exact aliasverified runtime
Row details
Raw value
$10 /1M input tokens
Percentile
5.9%
Last updated
recent
Eligibility
headline eligible
Identity
provider alias (0.94)
Source label
GPT-6 Astra (Medium)
Source row
n/a
Output price
AA · /1M output tokens
Text · Chat / text
$50 /1M output tokens5.6%
exact aliasverified runtime
Row details
Raw value
$50 /1M output tokens
Percentile
5.6%
Last updated
recent
Eligibility
headline eligible
Identity
provider alias (0.94)
Source label
GPT-6 Astra (Medium)
Source row
n/a
GPQA
AA · %
Text · Reasoning / math / science
93.9%98.4%
exact aliasverified runtime
Row details
Raw value
93.9%
Percentile
98.4%
Last updated
recent
Eligibility
headline eligible
Identity
provider alias (0.94)
Source label
GPT-6 Astra (Medium)
Source row
n/a
Humanity's Last Exam
AA · %
Text · Reasoning / math / science
52.7%96.6%
exact aliasverified runtime
Row details
Raw value
52.7%
Percentile
96.6%
Last updated
recent
Eligibility
headline eligible
Identity
provider alias (0.94)
Source label
GPT-6 Astra (Medium)
Source row
n/a
CritPt
AA · %
Text · Reasoning / math / science
29.1%96.5%
exact aliasverified runtime
Row details
Raw value
29.1%
Percentile
96.5%
Last updated
recent
Eligibility
headline eligible
Identity
provider alias (0.94)
Source label
GPT-6 Astra (Medium)
Source row
n/a
SciCode
AA · %
Code · Coding
54.2%74.7%
exact aliasverified runtime
Row details
Raw value
54.2%
Percentile
74.7%
Last updated
recent
Eligibility
headline eligible
Identity
provider alias (0.94)
Source label
GPT-6 Astra (Medium)
Source row
n/a
AA-Omniscience accuracy
AA · %
Text · Chat / text
60.6%96.2%
exact aliasverified runtime
Row details
Raw value
60.6%
Percentile
96.2%
Last updated
recent
Eligibility
headline eligible
Identity
provider alias (0.94)
Source label
GPT-6 Astra (Medium)
Source row
n/a
AA-Omniscience non-hallucination
AA · %
Text · Chat / text
53.5%82.8%
exact aliasverified runtime
Row details
Raw value
53.5%
Percentile
82.8%
Last updated
recent
Eligibility
headline eligible
Identity
provider alias (0.94)
Source label
GPT-6 Astra (Medium)
Source row
n/a
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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

GPT-6 Astra (Medium)
117 visible benchmark gaps still leave room for the result to move.
Coverage gaps

Where evidence is missing

GPT-6 Astra (Medium)
Missing visible evidence on this compare surface
117
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
GPT-6 Astra (Medium)
OpenAI
93.4%
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Model compareGPT-6 Astra (Medium) 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=gpt-6-astra-medium&mode=best-for-this-use-case&preset=coding-copilot
Card image/api/og?kind=compare&models=gpt-6-astra-medium&mode=best-for-this-use-case&preset=coding-copilot
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Advanced framings and X composerNeutral, contrarian, open-model, and skeptical variants
Model compare

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Neutral analystLead with the recommendation, then attach the reason and warning.GPT-6 Astra (Medium) leads this compare set for coding copilot.
ContrarianPush against the easy read and keep the strongest alternative live.Contrarian take: GPT-6 Astra (Medium) leads this compare set for coding copilot.
Open-model angleBias the framing toward open weights and source transparency.Open-model angle: Model compare · GPT-6 Astra (Medium)
Don't trust the headlineLead with the warning before you let the claim travel.Don't trust the headline: Model compare · GPT-6 Astra (Medium)
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HeadlineGPT-6 Astra (Medium) 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=gpt-6-astra-medium&mode=best-for-this-use-case&preset=coding-copilot
PreviewOver 280
GPT-6 Astra (Medium) 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=gpt-6-astra-medium&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.