TokenCalc AI
2026 Verified Token Economics Benchmark

10 Million Tokens Cost Comparison: Production API Spend (2026)

Calculate the cost of 10 million tokens across OpenAI, Anthropic, DeepSeek, and Google. Discover how switching models saves $400+/mo at 10M volume.

≈ 7.5 million words≈ 15,000 pages of text
AI Overview & Search Executive Summary

For a standard 70/30 input-output distribution of 10 Million Tokens (10M), costs range from a minimum of $1.425 on Gemini 1.5 Flash to $47.50 on GPT-4o. Choosing high-efficiency models like DeepSeek V3 or Gemini 1.5 Flash yields an immediate 97% cost reduction compared to legacy flagship providers.

Lowest Total Spend
$1.425
Gemini 1.5 Flash (Google)
Industry Baseline (GPT-4o)
$47.50
Standard OpenAI Omni pricing
Switching Savings Delta
$46.08 (97%)
Capital saved per 10 Million Tokens (10M)

Cost Ranked by AI Model (10 Million Tokens (10M))

Calculated with 70% input (7,000k tokens) and 30% output (3,000k tokens).

15 Models Compared
Rank & ModelProviderRates (In / Out per 1M)Total Spend (10 Million Tokens (10M))SpeedIQ ScoreAction
#1Gemini 1.5 FlashCheapestGoogle$0.07 in / $0.30 out$1.42180 t/s79/100Compare →
#2DeepSeek V3DeepSeek$0.14 in / $0.28 out$1.8285 t/s89/100Compare →
#3Gemini 2.0 FlashGoogle$0.10 in / $0.40 out$1.90260 t/s88/100Compare →
#4GPT-4o MiniOpenAI$0.15 in / $0.60 out$2.85145 t/s82/100Compare →
#5Qwen 2.5 72BAlibaba$0.35 in / $0.40 out$3.65110 t/s89/100Compare →
#6Llama 3.3 70B (Groq/Together)Meta$0.59 in / $0.79 out$6.50310 t/s88/100Compare →
#7DeepSeek R1 (Reasoning)DeepSeek$0.55 in / $2.19 out$10.4265 t/s96/100Compare →
#8Claude 3.5 HaikuAnthropic$0.80 in / $4.00 out$17.60130 t/s84/100Compare →
#9o3-mini (Reasoning)OpenAI$1.10 in / $4.40 out$20.9095 t/s93/100Compare →
#10Gemini 1.5 ProGoogle$1.25 in / $5.00 out$23.7582 t/s90/100Compare →
#11Mistral Large 2Mistral$2.00 in / $6.00 out$32.0080 t/s89/100Compare →
#12Grok 2xAI$2.00 in / $10.00 out$44.0075 t/s91/100Compare →
#13GPT-4o (Omni)OpenAI$2.50 in / $10.00 out$47.5090 t/s92/100Compare →
#14Claude 3.5 SonnetAnthropic$3.00 in / $15.00 out$66.0080 t/s94/100Compare →
#15o1 (Reasoning)OpenAI$15.00 in / $60.00 out$285.0045 t/s98/100Compare →

Simulate Your Own Custom Workload

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Token & Usage ParametersLLM API

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Up to 90% Off
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1
Executive Savings InsightDirect Provider API
$189.15/ month saved

Switching from GPT-4o ($195.00/mo) to Gemini 1.5 Flash ($5.85/mo) saves 97%.

$2,269.80 / year ROI
Annualized capital savings
Sort:
Provider:
Gemini 1.5 FlashGoogleLowest CostGoogle TPU v5e

Lowest cost per token, high-frequency tasks, real-time audio/video

$0.08/1M in$0.30/1M out180 t/s1000k ctx
$5.85/ mo
$0.20 / day · $71.18 / yr
Specs & Hardware →
DeepSeek V3DeepSeekNVIDIA H800 / H100 Cluster

State-of-the-art open economics, high-performance general intelligence

$0.14/1M in$0.28/1M out85 t/s128k ctx
$7.56/ mo
$0.25 / day · $91.98 / yr
Specs & Hardware →
Gemini 2.0 FlashGoogleGoogle TPU v5e

Real-time conversational streaming, vision, multimodal processing at speed

$0.10/1M in$0.40/1M out260 t/s1000k ctx
$7.80/ mo
$0.26 / day · $94.90 / yr
Specs & Hardware →
GPT-4o MiniOpenAIMicrosoft Azure NVIDIA H100

High-volume text processing, fast chatbots, structured JSON extraction

$0.15/1M in$0.60/1M out145 t/s128k ctx
$11.70/ mo
$0.39 / day · $142.35 / yr
Specs & Hardware →
Qwen 2.5 72BAlibabaNVIDIA H100 SXM5

Top open-weights coding, math, and multilingual benchmark performance

$0.35/1M in$0.40/1M out110 t/s128k ctx
$15.30/ mo
$0.51 / day · $186.15 / yr
Specs & Hardware →
Llama 3.3 70B (Groq/Together)MetaGroq LPU / Cerebras CS-3

Open-weights privacy, self-hosting or ultra-cheap hosted inferencing

$0.59/1M in$0.79/1M out310 t/s128k ctx
$27.18/ mo
$0.91 / day · $330.69 / yr
Specs & Hardware →
DeepSeek R1 (Reasoning)DeepSeekNVIDIA H100 SXM5 Cluster

Complex math, algorithmic reasoning, open deep-thinking workflows

$0.55/1M in$2.19/1M out65 t/s128k ctx
$42.78/ mo
$1.43 / day · $520.49 / yr
Specs & Hardware →
Claude 3.5 HaikuAnthropicAWS Trainium2 / NVIDIA H100

Rapid code completion, customer service, fast structured parsing

$0.80/1M in$4.00/1M out130 t/s200k ctx
$72.00/ mo
$2.40 / day · $876.00 / yr
Specs & Hardware →
o3-mini (Reasoning)OpenAIMicrosoft Azure NVIDIA H100

Cost-effective scientific & coding reasoning, high-accuracy logic

$1.10/1M in$4.40/1M out95 t/s200k ctx
$85.80/ mo
$2.86 / day · $1,043.90 / yr
Specs & Hardware →
Gemini 1.5 ProGoogleGoogle TPU v5e / v5p

Massive context (2M tokens), full video/audio analysis, large codebases

$1.25/1M in$5.00/1M out82 t/s2000k ctx
$97.50/ mo
$3.25 / day · $1,186.25 / yr
Specs & Hardware →
Mistral Large 2MistralNVIDIA H100 Cluster

Multilingual tasks, European compliance, enterprise code generation

$2.00/1M in$6.00/1M out80 t/s128k ctx
$132.00/ mo
$4.40 / day · $1,606.00 / yr
Specs & Hardware →
Grok 2xAIColossus 100k H100 Cluster

Real-time information synthesis, creative generation, vision analysis

$2.00/1M in$10.00/1M out75 t/s128k ctx
$180.00/ mo
$6.00 / day · $2,190.00 / yr
Specs & Hardware →
GPT-4o (Omni)OpenAIIndustry BaselineMicrosoft Azure NVIDIA H100

Complex multimodal reasoning, coding, and production enterprise apps

$2.50/1M in$10.00/1M out90 t/s128k ctx
$195.00/ mo
$6.50 / day · $2,372.50 / yr
Specs & Hardware →
Claude 3.5 SonnetAnthropicDeveloper FavoriteAWS Trainium2 / NVIDIA H100

Software engineering, nuanced writing, complex agentic tool use

$3.00/1M in$15.00/1M out80 t/s200k ctx
$270.00/ mo
$9.00 / day · $3,285.00 / yr
Specs & Hardware →
o1 (Reasoning)OpenAIMicrosoft Azure NVIDIA H100

Advanced mathematics, algorithmic coding, PhD-level scientific logic

$15.00/1M in$60.00/1M out45 t/s200k ctx
$1,170.00/ mo
$39.00 / day · $14,235.00 / yr
Specs & Hardware →
Cheapest: Gemini 1.5 Flash
$5.85/moSave $189.15/mo

Frequently Asked Questions About 10 Million Tokens (10M)

How much does 10 million tokens cost per month?

Depending on model choice, 10 million tokens ranges from $1.65/month on Gemini 1.5 Flash up to $47.50/month on GPT-4o, and over $330.00/month on OpenAI o1.

How much can I save on 10M tokens by switching from GPT-4o to DeepSeek V3?

At 10M monthly tokens, GPT-4o costs approximately $47.50 while DeepSeek V3 costs only $1.96. That provides an immediate 95.8% monthly savings.

Does prompt caching make a big difference at 10M tokens?

Yes. If your 10M workload consists of repeating system prompts or long context documents with a 75% cache hit rate, prompt caching can reduce your bill by 40% to 70%.

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