Fireworks AI vs Anthropic

Side-by-side comparison of AI visibility scores, market position, and capabilities

Anthropic leads in AI visibility (90 vs 29)
Fireworks AI logo

Fireworks AI

EmergingAI Infrastructure

AI Inference Platform

Fireworks AI (ex-Meta PyTorch) reached ~$315M ARR at $4B valuation, serving 10K+ customers at 10T+ tokens/day on $327M raised; fastest open-model inference.

AI VisibilityBeta
Overall Score
D29
Category Rank
#2 of 2
AI Consensus
51%
Trend
up
Per Platform
ChatGPT
39
Perplexity
35
Gemini
20

About

Fireworks AI is a high-performance AI inference platform founded in San Francisco by veterans of Meta's PyTorch team. The company was built to solve a critical gap in the AI infrastructure market: making large language model inference fast enough, cheap enough, and reliable enough for production-scale applications. Fireworks AI's founding team brings direct experience building the open-source deep learning framework that underlies much of the industry's AI work.\n\nThe platform offers access to a broad model library — including open-source models like Llama and Mixtral, as well as Fireworks' own optimized variants — served through a high-throughput API optimized for low latency and high concurrency. Key differentiators include custom model fine-tuning and serving, function calling, and structured output generation, along with pricing that can be dramatically lower than hyperscaler alternatives for high-volume workloads. Customers range from AI-native startups building inference-heavy products to enterprises migrating workloads from OpenAI or Anthropic to open models.\n\nFireworks AI has achieved approximately $315 million in annualized recurring revenue and processes over 10 trillion tokens per day — metrics that place it among the leading independent AI inference providers. The company reached a $4 billion valuation after raising $327 million in total funding. With 10,000+ customers, Fireworks AI is benefiting from the rapid growth of open-weight model adoption as organizations seek to reduce AI infrastructure costs while maintaining performance.

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Anthropic logo

Anthropic

LeaderAI & Machine Learning

LLM Platform

Claude 4 family (claude-opus-4-6, claude-sonnet-4-6, claude-haiku-4-5) at $5B ARR (2025); $183B valuation (Series F, Sept 2025); $14.3B raised — Amazon $8B, Google $2B; Claude Code at $500M+ ARR; 300K+ business customers; Claude.ai 18M+ MAU;

AI VisibilityBeta
Overall Score
A90
Category Rank
#4 of 8
AI Consensus
71%
Trend
stable
Per Platform
ChatGPT
95
Perplexity
99
Gemini
88

About

Anthropic is a San Francisco-based AI safety and research company that builds the Claude family of large language models. As of 2026, the current Claude 4 generation includes claude-opus-4-6 (most capable, reasoning and agentic tasks), claude-sonnet-4-6 (balanced performance and speed), and claude-haiku-4-5 (fast and cost-efficient). Anthropic also offers Claude Code — an agentic CLI for software engineering — generating $500M+ ARR by mid-2025.

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AI Visibility Head-to-Head

29
Overall Score
90
#2
Category Rank
#4
51
AI Consensus
71
up
Trend
stable
39
ChatGPT
95
35
Perplexity
99
20
Gemini
88
39
Claude
88
38
Grok
90

Key Details

Category
AI Inference Platform
LLM Platform
Tier
Emerging
Leader
Entity Type
brand
company

Capabilities & Ecosystem

Capabilities

Only Fireworks AI
AI Inference Platform
Only Anthropic
LLM Platform
Anthropic is classified as company.

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