GPT-6 Astra in Practice: Tests, Use Cases, and Feedback

Citing a hint about Terra 6.1, the poster expects a full OpenAI 6.1 lineup and predicts Astra 6.1 will surpass Opus 5.5 after its five-week reign.

A budget-constrained, iterative benchmark compares Claude Opus 5.5, GPT-6 Astra, DeepSeek V4.1 Flash 1017 and MiniMax M3.1 Flash on building a 75-second hypersonic wind-tunnel CFD simulation in a single offline HTML file.

The poster reminds ChatGPT Pro users their usage limits are cut in half in three days, saying only a model matching Opus 5.5 while being far more efficient than the current GPT-6 Astra would soften the blow.

The author gave Opus 5.5 and GPT-6 Astra the same prompt for a jousting tournament; Opus won on color and lighting while Astra had good atmosphere, at $14.65 versus $12.82.

With the same six-step prompt for a dinosaur meteor-dodging browser game, Kimi finished all steps for $0.34, while Astra spent $2.64 on the prettiest build but the dinosaur couldn't duck.

Cognition's FrontierCode 2.0, which tests real-world engineering judgment, tops out at 45.5% with Opus 5.5, followed by GPT-6 Astra at 42.8%.

The same Blender alpine-lake prompt cost $11 and 3 minutes with Kimi K3.1, $45 and 12 minutes with GPT-6 Astra, $74 and 21 minutes with Blender MCP, and $115 and 30 minutes with Claude Code.

A roundup of PCB design tests run with GPT-6 Astra on 2–6 layer boards, noting no report says how much cleanup was needed before fabrication.

The poster says GPT-6.1 Astra is coming soon and wonders whether it will beat Opus 5.5 by a wide margin or only narrowly, hoping OpenAI gets back in the game.

On the new coding-agent benchmark Opus 5.5 leads at 45.5% and Astra follows at 42.8%; on one bug Astra passed 5/5 at low reasoning but only 1/5 at maximum, where it deleted a public API.

A user says Terra is poor and Astra is expensive and slow, arguing OpenAI needs a more capable Sol that competes with Opus 5.5 on price and speed.

A user notes that on a new benchmark Sonnet 5.5 sits close to Opus 5.5 and GPT-6 Astra while far ahead of Fable 5.1, calling Anthropic's Sonnet impressive.