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Gemini 3.6 Flash (batch) vs GPT Audio

vs
GPT Audio

OpenAI

40#292
Signal-by-Signal Comparison
SignalGemini 3.6 Flash (batch)DeltaGPT Audio
Capabilities
100
+50
50
Benchmarks
78
+78
0
Pricing
96
+6
90
Context window size
96
+14
81
Recency
100
+4
96
Output Capacity
80
+10
70
Overall Result
6 wins
of 6
0 wins
Gemini 3.6 Flash (batch) wins 6 of 6 signals

Score History

Score History (25 data points)
Gemini 3.6 Flash (batch)GPT Audio
Gemini 3.6 Flash (batch)

80

current score

Leader

Gemini 3.6 Flash (batch)

right now

GPT Audio

40

current score

LMMarketCap.com
Interactive Price Comparison
100Kcalls/month
1,000tokens (~1,333 chars)
500tokens (~667 chars)

Gemini 3.6 Flash (batch)

Google

Best Value
Per request$0.002625
Daily$8.75
Monthly$262.50
Annual$3150.00

GPT Audio

OpenAI

Per request$0.007500
Daily$25.00
Monthly$750.00
Annual$9000.00

Gemini 3.6 Flash (batch) saves you $487.50/month

That's $5850.00/year compared to GPT Audio at your current usage level of 100K calls/month.

65% cheaper
Choose Gemini 3.6 Flash (batch) for cost optimization

Gemini 3.6 Flash (batch) pricing:
Input:$0.75/M tokens
Output:$3.75/M tokens
GPT Audio pricing:
Input:$2.50/M tokens
Output:$10.00/M tokens
Winner
Gemini 3.6 Flash (batch)

Google

80

Composite Score

GPT Audio

OpenAI

40

Composite Score

Signal-by-Signal Comparison
MetricGemini 3.6 Flash (batch)GPT AudioWinner
Overall Score
80
40
Gemini 3.6 Flash (batch)
Rank#88#292
Gemini 3.6 Flash (batch)
Quality Rank#88#292
Gemini 3.6 Flash (batch)
Adoption Rank#88#292
Gemini 3.6 Flash (batch)
Parameters------
Context Window1049K128K
Gemini 3.6 Flash (batch)
Pricing$0.75/$3.75/M$2.50/$10.00/M--
Signal Scores
Capabilities
100
50
Gemini 3.6 Flash (batch)
Benchmarks
78
--
Gemini 3.6 Flash (batch)
Pricing
96
90
Gemini 3.6 Flash (batch)
Context window size
96
81
Gemini 3.6 Flash (batch)
Recency
100
96
Gemini 3.6 Flash (batch)
Output Capacity
80
70
Gemini 3.6 Flash (batch)
Benchmark Head-to-Head(1 benchmarks)
Gemini 3.6: 0GPT Audio: 0
Gemini 3.6
GPT Audio
Normalized 0-100%
Arena Elo
1485-
Benchmark Interpretation

Our score (0-100) is driven by benchmark performance (90%) from Arena Elo ratings, MMLU, GPQA, HumanEval, SWE-bench, and 15+ standardized evaluations. Capabilities and context window serve as tiebreakers (10%). Learn more about our methodology.

Gemini 3.6 Flash (batch)Strong Performer

Scores 80/100 (rank #88), placing it in the top 70% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
GPT AudioEntry Level

Scores 40/100 (rank #292), placing it in the top 0% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

Gemini 3.6 Flash (batch) has a 40-point advantage, which typically translates to noticeably stronger performance on complex reasoning, code generation, and multi-step tasks.

When to Use Each Model

Choose Gemini 3.6 Flash (batch) when you need:

  • High-volume production workloads where API costs must be minimized
  • Processing long documents or large codebases (1049K token context)
  • Multimodal workflows that require image understanding
  • Step-by-step reasoning and chain-of-thought problem solving

Choose GPT Audio when you need:

  • Budget-friendly applications with moderate quality requirements
Cost-Performance Analysis
Gemini 3.6 Flash (batch)Best Value
Input cost$0.75/M tokens
Output cost$3.75/M tokens
Cost per quality point$0.056
Est. monthly (1M tokens/day)$67.50
GPT Audio
Input cost$2.50/M tokens
Output cost$10.00/M tokens
Cost per quality point$0.313
Est. monthly (1M tokens/day)$187.50

Gemini 3.6 Flash (batch) offers 64% better value per quality point. At 1M tokens/day, you'd spend $67.50/month with Gemini 3.6 Flash (batch) vs $187.50/month with GPT Audio - a $120.00 monthly difference.

Latency & Speed
Gemini 3.6 Flash (batch)Faster
Speed score0/100
GPT Audio
Speed score0/100

Both models have comparable response speeds. For most applications, the latency difference is negligible.

When latency matters most: Interactive chatbots, IDE code completion, real-time translation, and user-facing applications where response time directly impacts experience. For batch processing, background summarization, or offline analysis, latency is less critical.

Example Use Cases

Code generation & review

Based on overall model capabilities and architecture for coding tasks like generating functions, debugging, and refactoring

Gemini 3.6 Flash (batch)

Customer support chatbot

Suitable for user-facing chat with competitive response times. Gemini 3.6 Flash (batch) also offers lower per-token costs for high-volume support

Gemini 3.6 Flash (batch)

Long document analysis

Larger context window (1049K tokens) can process longer documents, contracts, and research papers in a single pass

Gemini 3.6 Flash (batch)

Batch data extraction

Lower output pricing ($3.75/M) reduces costs when processing thousands of records daily

Gemini 3.6 Flash (batch)

Creative writing & content

Higher overall composite score (80/100) correlates with better nuance, coherence, and style in long-form content

Gemini 3.6 Flash (batch)

Image understanding & OCR

Supports vision input - can analyze screenshots, diagrams, photos, and scanned documents directly

Gemini 3.6 Flash (batch)
Which Should You Choose?
Our recommendation:
Gemini 3.6 Flash (batch)

Gemini 3.6 Flash (batch) clearly outperforms GPT Audio with a significant 40-point lead. For most general use cases, Gemini 3.6 Flash (batch) is the stronger choice. However, GPT Audio may still excel in niche scenarios.

by Google

  • Choose for Quality - Marginally better benchmark scores; both are excellent
  • Choose for Cost - 64% lower pricing; better value at scale
  • Choose for Reliability - Higher uptime and faster response speeds
  • Choose for Prototyping - Stronger community support and better developer experience
  • Choose for Production - Wider enterprise adoption and proven at scale

by OpenAI

Consider for specialized use cases.

Capability Comparison
CapabilityGemini 3.6 Flash (batch)GPT Audio
Vision (Image Input)differs
Function Calling
Streaming
JSON Mode
Reasoningdiffers
Web Searchdiffers
Image Output
Monthly Cost Calculator
1,000tokens (600 in / 400 out)
100requests/day (3,000/month)

Gemini 3.6 Flash (batch)

Google

Best Value
$5.85
estimated monthly cost

GPT Audio

OpenAI

$16.50
estimated monthly cost

Gemini 3.6 Flash (batch) saves you $10.65/month

That's 65% cheaper than GPT Audio at 1,000 tokens/request and 100 requests/day.

Assumes 60% input / 40% output token ratio per request. Actual costs may vary based on your usage pattern.

Parameters & Context
ParameterGemini 3.6 Flash (batch)GPT Audio
Context Window1.0M128K
Max Output Tokens65,53616,384
Open SourceNoNo
CreatedJul 21, 2026Jan 19, 2026
Last updated: 6m ago

相关对比

Gemini 3.6 Flash (batch) vs GPT Audio (2026) | LM Market Cap