TokenCalc AI
Head-to-Head Architectural Faceoff (2026 Live)

GPT-5.5 vs Gemini 3.8 Flash

Compare GPT-5.5 vs Gemini 3.8 Flash API pricing, token costs, context windows, and latency. See which model is cheaper and better for your stack.

AI Overview & Search Executive Summary

GPT-5.5 charges $5.00/1M input and $30.00/1M output tokens, compared to Gemini 3.8 Flash at $0.75/1M input and $3.75/1M output. Gemini 3.8 Flash is 6.7x cheaper on input tokens. In reasoning benchmarks, Gemini 3.8 Flash holds the higher AA Intelligence Index rating. For latency-critical streaming, GPT-5.5 delivers 79 t/s (39.0s TTFT) while Gemini 3.8 Flash provides 113 t/s (20.0s TTFT).

Overall Winner
Gemini 3.8 Flash
Best Price/IQ Balance
Budget Winner
Gemini 3.8 Flash
Gemini 3.8 Flash is 6.7x cheaper on input tokens
Coding & Logic
Gemini 3.8 Flash
Higher Benchmark Rating
Context Window
Gemini 3.8 Flash
Larger Document Context

Full Metric & Specification Comparison

MetricGPT-5.5Gemini 3.8 FlashAdvantage
ProviderOpenAIGoogle-
Input Token Cost (1M)$5.000$0.750Gemini 3.8 Flash
Output Token Cost (1M)$30.000$3.750Gemini 3.8 Flash
Context Window922k tokens1,000k tokensGemini 3.8 Flash
AA Intelligence IndexUnrated31/100Unrated
Streaming LatencyModerateFast-

Key Architectural Takeaways

  • Input Token Cost: GPT-5.5 is $5.00/1M vs Gemini 3.8 Flash at $0.75/1M
  • Output Token Cost: GPT-5.5 is $30.00/1M vs Gemini 3.8 Flash at $3.75/1M
  • Context Window: GPT-5.5 supports 922k tokens vs Gemini 3.8 Flash with 1,000k tokens
  • Benchmark Intelligence Rating: not rated for one or both models
  • Inference Latency: GPT-5.5 is rated Moderate vs Gemini 3.8 Flash rated Fast
Interactive Head-to-Head Simulator

Calculate Your Team's Exact Bill Difference

Drag the sliders below to see real-time cost divergences based on your daily token consumption.

Daily Input Tokens500,000 tokens
10k1M5M10M+
Daily Output Tokens250,000 tokens
5k500k2M5M+
GPT-5.5OpenAI
$300.00/mo
$5.00/1M in · $30.00/1M out
IQ ScoreUnrated
Throughput79 t/s
Context922k
Gemini 3.8 FlashGoogle
86.9% Lower Cost
$39.38/mo
$0.75/1M in · $3.75/1M out
IQ Score31/100
Throughput113 t/s
Context1000k
Net Financial Advantage

Deploying Gemini 3.8 Flash over GPT-5.5 saves $260.63/mo ($3128/yr) at this volume.

See all GPT-5.5 alternatives →

Frequently Asked Questions

Is GPT-5.5 cheaper than Gemini 3.8 Flash?

Gemini 3.8 Flash is significantly more economical, charging $0.75/1M input compared to $5.00/1M for GPT-5.5.

Which model should I choose for production?

If your primary constraint is API cost and high query throughput, choose Gemini 3.8 Flash. If you require peak reasoning accuracy and complex tool use, Gemini 3.8 Flash is recommended.

How does context window compare between GPT-5.5 and Gemini 3.8 Flash?

Gemini 3.8 Flash offers the larger context window (1,000k tokens), allowing you to pass significantly larger codebases or documents without chunking.

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