Astra scored a perfect 100% on OpenAI's own exploit-development benchmark, against 78.5% for GPT-5.6 Sol, and the shipped model's refusal to write proof-of-concept code is a policy the company has already said it will relax.
Perspective Coverage
4 publishers
- Builder
- Builder 30%
- Operator
- Operator 42%
- Investor
- Investor 28%
Reality
- Evidence35
- Adoption20
- Hype gap+45
- Incentives70
- Confidence55
OpenAI's post-launch edits doubled Astra's math lead over Anthropic's Fable
Vendor benchmark tables are dated snapshots, and the GPT-6 Astra launch shows how much can move inside one afternoon without the headline score changing, which matters for anyone scoring a purchase off one.
Reality
- Evidence60
- Adoption
- Not scored
- Hype gap+40
- Incentives70
- Confidence58
buildConfirmed2 publishers Artificial Analysis scores the same model level with its predecessor, and OpenAI charges two and a half times as much per token, so the ranking you inherit is a claim about a test mix that is not yours.
Reality
- Evidence62
- Adoption
- Not scored
- Hype gap+35
- Incentives60
- Confidence58
buildOne report1 publisher Slicing FrontierMath by category leaves about 13 problems behind each error bar
A position paper argues that CLT-based intervals dramatically understate uncertainty below a few hundred datapoints. The specialized benchmarks frontier teams build are already smaller than that before anyone slices them by task.
Reality
- Evidence62
- Adoption
- Not scored
- Hype gap+10
- Incentives30
- Confidence58
Huang tucks 400,000 incoming GPUs into three-word "AGI has arrived" post
The capacity line carries no date and no named owner, so it cannot go into anyone's plan. The number an evaluation team can use is the 37.2 points between Astra's score in OpenAI's harness and its score in ARC Prize's.
Reality
- Evidence58
- Adoption44
- Hype gap+58
- Incentives86
- Confidence56
ARC Prize's own harness scores GPT-6 Astra 37 points below OpenAI's adapter
ARC Prize ran GPT-6 Astra under two scaffolds and published both, 62.7% through its own minimal interface and 99.9% through OpenAI's Provider Adapter, which cost less. An eval that leaves the harness loose is scoring plumbing.
Reality
- Evidence68
- Adoption55
- Hype gap+64
- Incentives72
- Confidence62
OpenAI ships Astra into enterprise workspaces switched off by default
Reaching GPT-6 Astra costs a few days of patience rather than a $200 seat, so the gate worth budgeting against is Astra Pro, which Plus plans do not get, plus the credits sold on top of existing allowances.
Reality
- Evidence40
- Adoption25
- Hype gap+35
- Incentives70
- Confidence55
Astra's 99.9% holds up only on the harness OpenAI ran itself
ARC Prize put GPT-6 Astra at 62.7% against OpenAI's 99.9%, and the third-party composite index has it 0.3 points above the model it replaces, which leaves the 20% safety compute overhead as the clearest number in the launch.
Reality
- Evidence57
- Adoption42
- Hype gap+58
- Incentives74
- Confidence54