TRACKING · Same-family records
GPT-5.6 Sol and GPT-6 Astra
Two versions of the OpenAI GPT line, side by side: event history, verdicts, and lifecycle compared item by item. Each column is the version's own traceable history. This compares records, not overall quality across different uses or capabilities.
Scope: records retained by this site
Sharing a model family does not establish matching tasks, billing or evaluation conditions. This view has no shared task and methodology basis for a direct performance comparison or ranking.
Object scope and comparison basis
Data through · Beijing time
- GPT-5.6 Sol
- The GPT version referenced by the current pricing-window signal; factual strength remains bounded by the card's evidence.
- Site record coverage：8/25 – 9/6
- GPT-6 Astra
- Release and mechanism coverage of OpenAI GPT-6 Astra, preserving each source’s evidence limits.
- Site record coverage：9/3 – 9/4
Descriptions come from the registry; names do not imply matching tasks. Counts cover each object's lifecycle, with different starting dates and collection coverage. Event totals do not establish market attention, adoption or capability. Open each record to inspect its dates and sources.
| Record field | GPT-5.6 Sol → | GPT-6 Astra → |
|---|---|---|
| Record status | GPT-5.6 Sol1 live | GPT-6 Astra2 live |
| First seen | GPT-5.6 Sol8/25 | GPT-6 Astra9/3 |
| Latest entry | GPT-5.6 Sol9/6 | GPT-6 Astra9/4 |
| Events retained by this site | GPT-5.6 Sol17 | GPT-6 Astra4 |
| Current coverage | GPT-5.6 SolCurrent coverage · related news | GPT-6 Astrawatch; watch |
| Predecessors | GPT-5.6 Solnot established | GPT-6 Astranot established |
GPT-5.6 Sol
- Material changeThe Hacker News submission linked to the model page under the title ‘GPT-5.6 Sol Pricing Cut by 50% on OpenRouter.’ That created a price lead requiring maker-source verification.
- Material changeThe official Hacker News API still returned 633 points and 448 comments. Nothing changed from the prior snapshot, so attention was not repackaged as an additional update.
- Material changeOpenRouter’s official model page listed $2 input and $10 output per million tokens while still showing 50% off. BitShovel corrected the prior $2.50/$15 display accordingly.
- On radarThe GPT-5.6 Sol price cut is loud; the real opportunity is unit economics
- Market lateralRisk event (OpenAI GPT): "The OpenAI Huggingface incident from an agents P" — lead via reddit-local-llama. Same-class security or reliability events change adoption boundaries and risk calls.
- Market lateralRelease watch (OpenAI GPT): market chatter captured via aihot-featured (headline in Chinese). Same-class release moves reshape expectations and alternatives.
- Market lateralRisk event (OpenAI GPT): market chatter captured via aihot-featured (headline in Chinese). Same-class security or reliability events change adoption boundaries and risk calls.
- Market lateralRisk event (OpenAI GPT): "Now we have a timeline of the OpenAI accidental " — lead via simon-willison-entries. Same-class security or reliability events change adoption boundaries and risk calls.
- Market lateralRisk event (OpenAI GPT): market chatter captured via aihot-featured (headline in Chinese). Same-class security or reliability events change adoption boundaries and risk calls.
- Market lateralComparison (OpenAI GPT): market chatter captured via aihot-featured (headline in Chinese). Same-class comparisons and sentiment signal the market's relative standing.
- Market lateralRelease watch (OpenAI GPT): "New release of LLM adds support for reasoning tr" — lead via simon-willison-entries. Same-class release moves reshape expectations and alternatives.
- Market lateralRelease watch (OpenAI GPT): market chatter captured via aihot-featured (headline in Chinese). Same-class release moves reshape expectations and alternatives.
- Market lateralRisk event (OpenAI GPT): "OpenAI’s accidental cyberattack against Hugging " — lead via simon-willison-entries. Same-class security or reliability events change adoption boundaries and risk calls.
- Market lateralRelease watch (OpenAI GPT): "OpenAI launches Astra, its powerful (and controv" — lead via techcrunch-ai. Same-class release moves reshape expectations and alternatives.
- Market lateralRisk event (OpenAI GPT): "OpenAI confirms ‘wiki incident,’ says it’s ‘work" — lead via techcrunch-ai. Same-class security or reliability events change adoption boundaries and risk calls.
- Market lateralComparison (OpenAI GPT): "OpenAI's GPT-6 Astra Hits 99.9% on AGI Benchmark" — lead via alphasignal-daily. Same-class comparisons and sentiment signal the market's relative standing.
- Market lateralRelease watch (OpenAI GPT): market chatter captured via aihot-featured (headline in Chinese). Same-class release moves reshape expectations and alternatives.
GPT-6 Astra
- On radarEntered the BitShovel radar: same-story across AIHOT featured, AlphaSignal (30/15 entries visible at collection).
- On radarGPT-6 Astra: test computer-use gains and cost on a real workload
- On radarEntered the BitShovel radar: first-party on TechCrunch AI (20 entries visible at collection).
- On radarOpenAI’s new reasoning technique alarms AI safety experts