Claude Opus 5.5 matched Fable 5.1 on every hidden test in two New Stack coding trials, at $0.75 and $1.42 per run against $1.50 and $1.96. It needed more tokens and more minutes to get there, so the saving holds only for tasks that resemble these.
Reality
- Evidence52
- Adoption
- Insufficient
- Hype gap+15
- Incentives40
- Confidence55
Grok 4.7 arrived on Monday after five walked-back timelines, with 40% more parameters and Grok 4.6's list price intact. Cursor's own cost chart still puts its price per task above GPT-6 Astra and Claude Sonnet 5.
Perspective Coverage
3 publishers
- Builder
- Builder 42%
- Operator
- Operator 27%
- Investor
- Investor 31%
Reality
- Evidence45
- Adoption35
- Hype gap+15
- Incentives70
- Confidence55
xAI built Grok 4.7 on a larger base model with a longer reinforcement-learning run and kept the API at Grok 4.6's rates. The open question for buyers is how many tokens the longer runs burn.
Reality
- Evidence34
- Adoption22
- Hype gap+28
- Incentives82
- Confidence46
Anthropic held the price on Claude Opus 4.8, cut fast mode to a third of its previous cost, and handed users an effort dial. That combination is what gets agents into engineering budgets.
Reality
- Evidence30
- Adoption38
- Hype gap+34
- Incentives90
- Confidence56
Claude Opus 5 is pitched as near-frontier at half the cost. The cost multiple moves with the workload, and every figure on offer is the vendor's own.
Reality
- Evidence30
- Adoption32
- Hype gap+34
- Incentives88
- Confidence52
Grok 4.6, Qwen3.8-Max and DeepSeek V4-Pro shipped inside about 24 hours, and two of the three came with downloadable weights. The benchmarks existed to justify a cheaper invoice.
Perspective Coverage
4 publishers
- Builder
- Builder 41%
- Operator
- Operator 31%
- Investor
- Investor 28%
Reality
- Evidence68
- Adoption52
- Hype gap+22
- Incentives74
- Confidence63