Evidence in this edition6 source links

none reviewed yet · 2 benchmark observations · latest capture Sep 8, 2026

Inspect the evidence
Task fit66.6/100

Saved editorial fit for your current task lens; not a benchmark result

How scoring works
Cost at your workload$785.00

Verified rates (Sep 8, 2026) · 100 runs / month at your token settings

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At a glance

9 facts
Provider
OpenAI
Type
API model
Access
OpenAI API, Codex harness
Context
1,050,000 tokens
Maximum output
128,000 tokens
License / weights
Proprietary
Input modalities
file, image, text
Output modalities
text
Pricing notes
$5 in / $30 out per 1M (AA); GPT-5.6 Sol now undercuts it at $4/$20

The practical trade-offs

Documented strengths

  • Very well-sampled Arena row (13,258 votes, +/-6)
  • SWE-Atlas debugging 44.7% is the best number in ByteDance's cross-vendor table
  • 1M-class context with image input
  • Mature, widely integrated model

Limitations to check

  • Costs more than GPT-5.6 Sol while scoring lower on SWE-bench Pro
  • Arena frontend Elo 1513 is bottom-quartile in this cohort
  • No `max` effort tier
  • Superseded by GPT-5.6, so investment is short-lived
Follow the source

Evidence & conditions

6 source links
6Source links
NoneReviewed records
2Benchmark runs
Sep 8, 2026Latest capture

Benchmark observations

SWE-Bench Pro Inspect conditions
name
SWE-Bench Pro
value
59.4
unit
%
source Url
https://openai.com/index/gpt-5-6/
checked At
2026-09-08T19:30:56Z
attribution
provider-reported
configuration
OpenAI launch table; single-model column, not Ultra. Exact effort and harness not stated in the table.
DeepSWE v1.1 Inspect conditions
name
DeepSWE v1.1
value
67
unit
%
source Url
https://openai.com/index/gpt-5-6/
checked At
2026-09-08T19:30:56Z
attribution
provider-reported
configuration
OpenAI launch table; single-model column, not Ultra. Exact effort and harness not stated in the table.

Source reports, measured results, and editorial assessments are separate evidence types. Source dates do not imply a new benchmark run. Capture dates are shown when recorded; otherwise we say the capture date was not recorded. Recorded dates are compared with this catalogue snapshot (Sep 11, 2026), not today’s date.

Method AIS-V2

How this page is assessed

Quality claims follow Method AIS-V2.

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