Staying with Google still leaves a decision: Gemini 3.8 Flash (High) or Gemini 4 Carbon (High). The headline gap is on the intelligence index, where Gemini 4 Carbon High scores 60.0 and Gemini 3.8 Flash High 30.8. Everything below is read from the benchmark, price and speed data in Franklin AI's catalogue; nothing here comes from a hands-on test.
Reasoning and overall scores
Gemini 3.8 Flash High records 30.8 on the intelligence index and Gemini 4 Carbon High records 60.0. The difference is large enough that the lower-scoring model has to win on cost or speed to stay in the running. In relative terms, Gemini 4 Carbon High scores 95% higher.
Across the 109 active models with an intelligence score in the catalogue, Gemini 3.8 Flash High ranks 50th and Gemini 4 Carbon High ranks 1st.
There are no coding or math index scores for either model in the catalogue, which keeps this comparison at the aggregate level.
Gemini 3.8 Flash High is the faster writer
Once a response is under way, Gemini 3.8 Flash High produces roughly 121 tokens per second against 91 tokens per second for Gemini 4 Carbon High. Gemini 3.8 Flash High is ahead by 33% on throughput. Time to first token is 27 seconds for Gemini 3.8 Flash High and 2.0 minutes for Gemini 4 Carbon High. Gemini 3.8 Flash High gets to its first token 4.4 times as fast. Waits that long are felt on every chat-style request, though they matter less for batch jobs.
Put together, a 1,500-token answer would take about 40 seconds from Gemini 3.8 Flash High and 2.3 minutes from Gemini 4 Carbon High, counting the first-token wait.
Cost: Gemini 3.8 Flash High is cheaper
Per million tokens, Gemini 3.8 Flash High charges $0.75 for input and $3.75 for output, while Gemini 4 Carbon High charges $4.00 and $20.00. Gemini 4 Carbon High costs 5.3 times as much per output token.
Take 1 million input tokens and 200,000 output tokens: that comes to $1.50 on Gemini 3.8 Flash High and $8.00 on Gemini 4 Carbon High. Scale it up to an agent that reads 50 million tokens and writes 5 million in a month and the bill is $56.25 for Gemini 3.8 Flash High against $300 for Gemini 4 Carbon High.
Score per dollar
A blunt value measure, blended price over intelligence score, puts Gemini 3.8 Flash High at $0.049 and Gemini 4 Carbon High at $0.13 per point. So Gemini 4 Carbon High buys its higher score at a premium, while Gemini 3.8 Flash High is the value pick, paying 63% less per point.
Generation gap
The release dates are September 2, 2026 for Gemini 3.8 Flash High and October 28, 2026 for Gemini 4 Carbon High, about 2 months apart.

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