GPT-6 Astra (Max) (OpenAI) and Tencent Hy4 (Tencent) are not peers on the headline index, which makes the trade-offs the interesting part. What follows is built entirely from tracked data, so where the catalogue is silent, this page says so instead of guessing. GPT-6 Astra Max leads the intelligence index 56.9 to 34.6, a gap of 22.3 points.
Overall capability: 22.3 points apart
On the intelligence index, GPT-6 Astra Max scores 56.9 against 34.6 for Tencent Hy4. A gap this large suggests the two are built for different jobs. In relative terms, GPT-6 Astra Max scores 64% higher.
Among 109 active scored models, GPT-6 Astra Max sits 5th and Tencent Hy4 42nd.
Specialist coding and math indexes are missing for both, so treat the overall score as the only capability signal here.
Throughput and time to first token
GPT-6 Astra Max generates about 46 tokens per second and Tencent Hy4 about 94 tokens per second. Tencent Hy4 is ahead by 103% on throughput. Time to first token is 6.8 minutes for GPT-6 Astra Max and 2.4 seconds for Tencent Hy4. GPT-6 Astra Max waits 173 times as long before its first token. Waits that long are felt on every chat-style request, though they matter less for batch jobs.
Put together, a 2,000-token answer would take about 7.5 minutes from GPT-6 Astra Max and 24 seconds from Tencent Hy4, counting the first-token wait.
Running costs
The list prices are $10.00 in and $50.00 out for GPT-6 Astra Max, and $0.834 in and $2.501 out for Tencent Hy4, per million tokens. That makes Tencent Hy4's output 95% cheaper.
A reference job of 1 million input tokens and 200,000 output tokens costs $20.00 with GPT-6 Astra Max and $1.33 with Tencent Hy4, so Tencent Hy4 saves $18.67. Scale it up to a month of coding-assistant traffic at 30 million input and 3 million output tokens and the bill is $450 for GPT-6 Astra Max against $32.52 for Tencent Hy4. On a 3:1 blend of input to output tokens, that works out to $20.00 versus $1.251 per million.
When they came out
Tencent Hy4 arrived on November 3, 2026, about 2 months after GPT-6 Astra Max (September 3, 2026).
Score per dollar
Dividing the blended price by the intelligence index gives a rough cost per point: $0.35 for GPT-6 Astra Max and $0.036 for Tencent Hy4, per million tokens. Tencent Hy4 delivers each index point for 90% less; whether GPT-6 Astra Max's extra 22.3 points are worth the premium depends on how often your tasks need them.

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