Präzisions-Edit (Multi-Step)
artifact-edit-006-avia codex-cli 0.144.5model + harness
Run of 17 Jul 2026
4 of 4 result checks passed
1 render or interaction check not run
Evaluation not published
GPT-5.6 Sol
ReleasedModel GPT-5.6 Sol is a model by OpenAI, released on 9 Jul 2026 (3 months ago).
- Where can it be used?
- Evidenced as usable in: ChatGPT, ChatGPT Work, Codex, GitHub Copilot, Microsoft 365 Copilot (verified for Cowork only)For 9 more recorded products there is no statement; that does not mean “not available”.Available in the provider’s API
- Did we test it?
- 4 lab runs on 4 tasks
- Last change
- 3 months ago
- Evidence
- 5 sources from 4 sitesRegistry entry:
What backs this up?
Three kinds of evidence, kept apart. None of them proves AGI on its own; where one is missing, the page says so.
- In real productsEvidenced as usable in: ChatGPT, ChatGPT Work, Codex, GitHub Copilot, Microsoft 365 Copilot (verified for Cowork only)
- agi.jetzt Prüfstand4 published runs on 4 tasksvia Codex CLI: model + harness
- Public benchmarks18 reported results on 17 benchmarks — each with its source
A model and the product around it are different things: a result for one does not carry over to the other.
Public benchmark results
Results reported by benchmark maintainers or providers, each with its source. They are not averaged and not compared across benchmarks; a provider result is self-reported. Some sources are data files of the benchmark’s own site rather than pages; they are marked as machine-readable.
- GPT-5.6 Sol45 %Chartography · v1 · accuracy (expert-range graded), no toolssource as of 03/10/2026 · benchmark maintainer · mode not stated · judge: google/gemini-3.5-flash · tools: no · setting: Inspect AI (surge-ai/chartography) · attempts: 10 · web: no · reasoning: Max · computer use: no · reported as „GPT 5.6 Sol (Max reasoning)“Source: surgehq.ai — Chartography, GPT-5.6 Sol
- GPT-5.6 Sol30.7 %GDP.pdf · v1 · pass rate, all criteria (strict)source as of 03/10/2026 · benchmark maintainer · mode not stated · judge: google/gemini-3.5-flash · tools: no · setting: Inspect AI (surge-ai/gdp-pdf) · attempts: 5 · web: no · reasoning: Max · computer use: no · reported as „GPT 5.6 Sol (Max reasoning)“Source: surgehq.ai — GDP.pdf, GPT-5.6 Sol
- GPT-5.6 Sol37.27 %Terminal-Bench · 4.0 · resolution rate (mean of 5 runs)source as of 03/10/2026 · benchmark maintainer · model + harness · Codex · tools: yes · attempts: 5 · pass@k: 1 · reasoning: maxSource: www.tbench.ai — Terminal-Bench, GPT-5.6 Sol
- GPT-5.6 Sol$9,619.37Vending-Bench 2 · 2 · final bank balancesource as of 03/10/2026 · benchmark maintainer · model + harness · Andon Labs Vending-Bench 2 agent environment (email, web search, inventory tools, notes/reminders) · tools: yes · budget: ~1 simulated year; 3000-6000 messages, 60-100M output tokens per run · attempts: 5 · web: yesMachine-readable source: andonlabs.com · data bundle of the website, not linked
- GPT-5.6 Sol92.5 %ARC-AGI-2 · semi-private · accuracy (task pass rate)source as of 02/10/2026 · benchmark maintainer · mode not stated · reasoning: max · reported as „GPT-5.6 Sol (Max)“Machine-readable source: arcprize.org · JSON — ARC-AGI-2, GPT-5.6 Sol
- GPT-5.6 Sol7.78 %ARC-AGI-3 · semi-private · scoresource as of 02/10/2026 · benchmark maintainer · mode not stated · reasoning: max · reported as „GPT-5.6 Sol (Max)“Machine-readable source: arcprize.org · JSON — ARC-AGI-3, GPT-5.6 Sol
- GPT-5.6 Sol72.67 %DeepSWE · 1.1 · pass@1 (mean of 4 runs)source as of 22/09/2026 · benchmark maintainer · model + harness · mini-swe-agent · tools: yes · attempts: 4 · pass@k: 1 · reasoning: max · reported as „gpt-5-6-sol“Source: deepswe.datacurve.ai — DeepSWE, GPT-5.6 Sol
- GPT-5.6 Sol41 %HLE-Diamond · 2026-09-22 · accuracysource as of 22/09/2026 · benchmark maintainer · model alone · web: no · reasoning: maxSource: lastexam.ai — HLE-Diamond, GPT-5.6 Sol
- GPT-5.6 Sol56.6 %HLE-Diamond · 2026-09-22 · accuracy · toolssource as of 22/09/2026 · benchmark maintainer · model + harness · Codex CLI 0.155.1 · tools: yes · web: yes · reasoning: highSource: lastexam.ai — HLE-Diamond, GPT-5.6 Sol
- GPT-5.6 Sol27.34 %OSWorld · 2.0-v2026.08.08 · binary successsource as of 17/09/2026 · benchmark maintainer · mode not stated · tools: yes · budget: 500 steps · subset: full set · reasoning: max · computer use: yesMachine-readable source: osworld-v2.xlang.ai · JSON — OSWorld, GPT-5.6 Sol
- GPT-5.6 Sol90.4 %BrowseComp · v1 · pass@1 accuracysource as of 03/09/2026 · self-reported by the provider · mode not stated · tools: yes · web: yes · pass@k: 1 · reasoning: max (chart point "Max": 0.903633)Source: web.archive.org — BrowseComp, GPT-5.6 Sol
- GPT-5.6 Sol32.2 %FrontierSWE · v2 · partial credit (mean of 5)source as of 01/09/2026 · benchmark maintainer · model + harness · Proximus (Proximal's minimal harness extending mini-swe-agent; summary-based context compaction, submission tool) · tools: yes · budget: 20 hours wall-clock per task · attempts: 5 · reasoning: maximum effortSource: www.proximal.ai — FrontierSWE, GPT-5.6 Sol
Show 6 more
- GPT-5.6 Sol0 %FrontierMath: Erdős problems · 2026-08 · accuracy (mean score)evaluated 28/08/2026 · benchmark maintainer · model + harness · Epoch deepagent (Inspect) with bash, text editor, budget tool; Lean 4 + Mathlib, SageMath, Python; offline arXiv snapsho · tools: yes · budget: $300 spend and 72 hours working time per problem · attempts: 1 · web: no · reasoning: max · reported as „gpt-5.6-sol_max“Machine-readable source: epoch.ai · ZIP download — FrontierMath: Erdős problems, GPT-5.6 Sol
- GPT-5.6 Sol46.91 %τ³-bench banking (pass@1) · tau2-bench-1.0.1 · pass@1evaluated 22/07/2026 · benchmark maintainer · model + harness · τ²-bench harness (Sierra, v1.0.1) · tools: yes · attempts: 4 · pass@k: 1 · reasoning: xhigh · reported as „GPT-5.6-sol“Machine-readable source: raw.githubusercontent.com · JSON — τ³-bench banking (pass@1), GPT-5.6 Sol
- GPT-5.6 Sol27.84 %τ³-bench banking (pass^4 consistency) · tau2-bench-1.0.1 · pass^4 (all 4 runs succeed)evaluated 22/07/2026 · benchmark maintainer · model + harness · τ²-bench harness (Sierra, v1.0.1) · tools: yes · attempts: 4 · pass@k: pass^4 · reasoning: xhigh · reported as „GPT-5.6-sol“Machine-readable source: raw.githubusercontent.com · JSON — τ³-bench banking (pass^4 consistency), GPT-5.6 Sol
- GPT-5.6 Sol82.93 %FrontierMath Tier 4 · v2 · accuracy (mean score)evaluated 09/07/2026 · benchmark maintainer · mode not stated · tools: yes · budget: 1,000,000 tokens hard limit (forced submission at 660,000) · setting: Epoch AI FrontierMath implementation (Inspect): python tool + submit_answer tool · web: no · reasoning: max · reported as „gpt-5.6-sol_max“Machine-readable source: epoch.ai · ZIP download — FrontierMath Tier 4, GPT-5.6 Sol
- GPT-5.6 Sol89.12 %FrontierMath Tiers 1–3 · v2 · accuracy (mean score)evaluated 09/07/2026 · benchmark maintainer · mode not stated · tools: yes · budget: 1,000,000 tokens hard limit (forced submission at 660,000) · setting: Epoch AI FrontierMath implementation (Inspect): python tool + submit_answer tool · web: no · reasoning: max · reported as „gpt-5.6-sol_max“Machine-readable source: epoch.ai · ZIP download — FrontierMath Tiers 1–3, GPT-5.6 Sol
- GPT-5.6 Sol64.8 %SimpleBench · avg5 · accuracy (average of 5 runs)evaluated 09/07/2026 · benchmark maintainer · model alone · pass@k: AVG@5 · reasoning: xhigh · temperature: 0.7 (top-p 0.95) · reported as „GPT-5.6 Sol (xhigh)“Machine-readable source: simple-bench.com · JavaScript file — SimpleBench, GPT-5.6 Sol
Where can it be used?
Only recorded availability statements are shown. A missing plan or surface means unknown, not unavailable. Where it applies only to a plan or a region, the row says so. “Rolling out” is not “available”. “Rollout reported” means a rollout was reported, but nothing has supported it for more than 90 days.
| Product | Status | since | Checked | Sources |
|---|---|---|---|---|
| ChatGPTApp · Business | Limited availability | not documented | checked 4 Oct 2026 | |
| ChatGPTApp · Enterprise | Limited availability | not documented | checked 4 Oct 2026 | |
| ChatGPTApp · Plus | Limited availability | not documented | checked 4 Oct 2026 | |
| ChatGPTApp · Pro | Limited availability | not documented | checked 4 Oct 2026 | |
| ChatGPT WorkWork · Business | Limited availability | not documented | checked 4 Oct 2026 | |
| ChatGPT WorkWork · Enterprise | Limited availability | not documented | checked 4 Oct 2026 | |
| ChatGPT WorkWork · Plus | Limited availability | not documented | checked 4 Oct 2026 | |
| ChatGPT WorkWork · Pro | Limited availability | not documented | checked 4 Oct 2026 | |
| CodexCodex · Business | Limited availability | not documented | checked 4 Oct 2026 | |
| CodexCodex · Enterprise | Limited availability | not documented | checked 4 Oct 2026 | |
| CodexCodex · Plus | Limited availability | not documented | checked 4 Oct 2026 | |
| CodexCodex · Pro | Limited availability | not documented | checked 4 Oct 2026 | |
| GitHub CopilotCopilot · Business | Limited availability | not documented | checked 11 Oct 2026 | 1docs.github.com |
| GitHub CopilotCopilot · Enterprise | Limited availability | not documented | checked 11 Oct 2026 | 1docs.github.com |
| GitHub CopilotCopilot · Max | Limited availability | not documented | checked 11 Oct 2026 | 1docs.github.com |
| GitHub CopilotCopilot · Pro Plus | Limited availability | not documented | checked 11 Oct 2026 | 1docs.github.com |
| GitHub Copilot | Limited availability | not documented | checked 11 Oct 2026 | 1docs.github.com |
| Microsoft 365 CopilotCowork | Limited availability | not documented | checked 11 Oct 2026 | 1learn.microsoft.com |
Where a start is “not documented”, a source check found the state in place; the source names no start date.
No statement on record for 9 further products: Claude, Claude Code, Claude Enterprise, Claude Team, Gemini, Gemini for Google Workspace, Grok, Langdock, Le Chat Enterprise. No statement is not the same as not available.
Developer APIs
Developer access — not a statement about any work product.
| Product | Status | since | Checked | Sources |
|---|---|---|---|---|
| OpenAI APIAPI | Available | not documented | checked 3 Oct 2026 | 1developers.openai.com |
What did we test?
Each tile is something this model built in the lab, through the runtime named on it. Narrow evidence about building artifacts — not a verdict on the model.
Interaktive Micro-App
frontend-app-005-avia codex-cli 0.144.5model + harness
Run of 17 Jul 2026
No check was run
4 render and interaction checks not run
Evaluation not published
Datenviz-Dashboard mit Insights
frontend-dashboard-002-avia codex-cli 0.144.5model + harness
Run of 17 Jul 2026
Check results withdrawn (4 Oct 2026)
1 format check passed — no check of the result · 2 render and interaction checks not run
Evaluation not published
Animierte Hero (CSS-Motion)
artifact-motion-001-bvia codex-cli 0.144.5model + harness
Run of 17 Jul 2026
3 format and presence checks passed — no check of the result
3 render and interaction checks not run
Evaluation not published
Lifecycle and history
The dates the provider confirmed, and every recorded period of availability. A current period shows its checked status; one without a source check is marked not verified.
Announced—not recorded
Released
Deprecated—not recorded
Retired—not recorded
What changed?
Sourced changes concerning this model, newest first.
- 3 months agoadded to the record on 30 Sept 2026
1developers.openai.com
Evidence
Every source document behind the facts on this page, by domain.
| Domain | Docs | Documents |
|---|---|---|
| developers.openai.com | 2 | |
| docs.github.com | 1 | |
| help.openai.com | 1 | |
| learn.microsoft.com | 1 |