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AI Agent Workload & Cost Planner

Top 10 Ranked

Calculate comprehensive AI agent costs across the World Top 10 Ranked AI models: Claude Opus 5.5, Gemini 4 Argon, Claude Fable 5.1, GPT-6 Astra, Claude Sonnet 5.5, Muse Wonder, GPT-6.1 Sol, DeepSeek V4.1 Flash, Grok 4.6, and Kimi K3.

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The Top 10 AI Models RankedConsolidated Arena & Artificial Analysis

Evaluated by human preference, multi-modal capabilities, complex reasoning benchmarks, and real-time enterprise agent token economics.

Monthly Invocations
315,000
75,000 runs / month
Input Token Flow
441.0M
60% prompt cache rate
Output Generation
119.7M
Avg 380 toks / call
Lowest Monthly Cost
$40
with #8 DeepSeek V4.1 Flash
Daily Agent Tasks / Runs:2,500 runs/day
Tool Calls / Loops per Task:4 tool calls
Retry / Error Margin Rate:5%
Avg Input Tokens (Context + System):1,400 toks
Avg Output Tokens per Tool Call:380 toks
Prompt Cache Hit Rate:60% cached
Sort By:
Global Quality & Agent Workload Matrix
Real-time prompt caching discount factored in
RANKAI MODELDEVELOPER / PROVIDERCORE STRENGTH & USE CASECONTEXTINPUT / 1MOUTPUT / 1MCOST / RUNTOTAL MONTHLY
1
Claude Opus 5.5
Rank #1 Global Frontier
AnthropicAbsolute peak intelligence, complex reasoning, and industry-leading coding architecture.500K$5.00($0.500 cached)$25.00$0.0534$4,007Saved $1,191 via cache
2
Gemini 4 Argon
Rank #2 Enterprise Native
Google DeepMindMassive multi-modal analysis and deep integration with native enterprise data pipelines.5M$1.50($0.375 cached)$6.00$0.0144$1,082Saved $298 via cache
3
Claude Fable 5.1
Rank #3 Mythos Agentic
AnthropicHighly creative and nuanced "mythos-class" agentic reasoning workflows.300K$3.50($0.350 cached)$17.50$0.0374$2,805Saved $833 via cache
4
GPT-6 Astra
Rank #4 Scientific Frontier
OpenAIFrontier agent execution, structural mathematics, and advanced scientific reasoning.256K$4.00($1.000 cached)$18.00$0.0417$3,125Saved $794 via cache
5
Claude Sonnet 5.5
Rank #5 Speed & Intellect
AnthropicBest-in-class blend of ultra-fast output speeds paired with near-frontier intelligence.300K$2.50($0.250 cached)$12.50$0.0267$2,003Saved $595 via cache
6
Muse Wonder
Rank #6 Spatial Multi-Modal
SpaceXAI / IndependentExceptional spatial understanding and compositional multi-modality processing.1M$1.20($0.300 cached)$4.80$0.0115$866Saved $238 via cache
7
GPT-6.1 Sol
Rank #7 Multi-Step Orchestrator
OpenAIAdvanced multi-step orchestration logic with state-of-the-art agent efficiency.256K$1.80($0.450 cached)$7.20$0.0173$1,298Saved $357 via cache
8
DeepSeek V4.1 Flash
Rank #8 Cost Disruptor
DeepSeekHyper-disruptive value; features near-frontier coding capability at a fraction of the cost.128K$0.08($0.008 cached)$0.20$0.0005$40Saved $19 via cache
9
Grok 4.6
Rank #9 Real-Time Grounded
xAIMassive multi-token context handling with real-time web grounding pipelines.2M$2.00($0.500 cached)$8.00$0.0192$1,443Saved $397 via cache
10
Kimi K3
Rank #10 Extreme Context
Moonshot AILeading open-weights/localized infrastructure model optimizing extreme context processing.2M$0.35($0.087 cached)$1.10$0.0029$217Saved $69 via cache

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