Model releases
LongCat 2.5 reaches the API. Check its costs and output limits.
Meituan’s new model offers long-context, multimodal agent access. Its docs disagree on maximum output, and the advertised token rates are temporary.
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THE HEADLESS THRONES JOURNAL
Model releases
Meituan’s new model offers long-context, multimodal agent access. Its docs disagree on maximum output, and the advertised token rates are temporary.
Developer APIs
Google will reroute Gemini 2.5 Pro and Flash API requests on December 1. Check request controls, tool state and replacement rates, including a January price change.
Analysis
A read-only agent can still trigger writes through later jobs. GitHub’s default warning policy, staged previews and separate inference costs need deliberate setup.
Analysis
The new weights expand deployment choices, but a trillion-parameter checkpoint, a 256k validated serving path and a conditional license require careful planning.
Business
Aramco now owns 49% of HUMAIN. The deal includes about $2.6 billion in 2026 cash contributions; its valuation and company-wide installed data center capacity remain unspecified.
Developer analysis
Google’s preview brings services to Gemini and Search, but protocol support, frozen tool schemas, review and optional UI limits matter before launch.
MODELS IN OUR LATEST STORIES
The latest model mentions in our original reporting. Documented specifications, with sources. Specs alone don’t establish which model is better for your task.
| The details | GoogleGemini 2.5 Pro ↗Read the coverage ↗ | GoogleGemini 3.6 Flash ↗Read the coverage ↗ | GoogleGemini 3.8 Flash ↗Read the coverage ↗ |
|---|---|---|---|
| Context window | Not documented | Not documented | Not documented |
| Maximum output | 65,536 tokensSource ↗ | 65,536 tokensSource ↗ | 65,536 tokensSource ↗ |
| Input / 1M tokens, USD | $1.25Source ↗ | Not documented | Not documented |
| Output / 1M tokens, USD | $10Source ↗ | Not documented | Not documented |
| Inputs | text · image · video · audio · pdfSource ↗ | text · image · video · audio · pdfSource ↗ | text · image · video · audio · pdfSource ↗ |
| Outputs | textSource ↗ | textSource ↗ | textSource ↗ |
| License | Not documented | Not documented | Not documented |
| Release date | Not documented | Not documented | Not documented |
| Availability | AvailableSource ↗ | AvailableSource ↗ | AvailableSource ↗ |
| Pricing conditions | Standard paid Gemini Developer API, USD per million tokens. At prompts up to 200,000 tokens: $1.25 input and $10 output, including thinking. Above 200,000: $2.50 input and $15 output. Caching, batch processing and tools have separate rates. Access is restricted to eligible previous users; these prices do not establish new-project access. | See the model’s source documentation for provider, tier, caching and batch conditions. | See the model’s source documentation for provider, tier, caching and batch conditions. |
| Record checked | 2026-10-23 | 2026-10-23 | 2026-10-23 |
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