Goodfire vs Ankr

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

Goodfire leads in AI visibility (40 vs 33)

Goodfire

EmergingArtificial Intelligence

AI Interpretability & Model Design

Raised $150M Series B at $1.25B valuation (Feb 2026) led by B Capital with Salesforce Ventures, Lightspeed, Eric Schmidt. First interpretability company to reach unicorn status.

AI VisibilityBeta
Overall Score
C40
Category Rank
#1 of 1
AI Consensus
67%
Trend
up
Per Platform
ChatGPT
40
Perplexity
31
Gemini
43

About

Goodfire is building a model design environment — tools that allow AI developers to reach inside neural networks, identify the circuits that cause specific behaviors, and surgically retrain them to change model outputs. The company raised $150 million in Series B financing at a $1.25 billion valuation in February 2026, led by B Capital with Salesforce Ventures, Lightspeed Venture Partners, and Eric Schmidt as co-investors. Goodfire became the first AI interpretability company to achieve unicorn status — a milestone that validates the category's commercial potential.

Full profile

Ankr

EmergingWeb3

Multi-Chain RPC Infrastructure

Decentralized Web3 infrastructure with RPC node access across 30+ blockchains; globally distributed nodes reduce latency; premium dedicated nodes for apps needing guaranteed throughput.

AI VisibilityBeta
Overall Score
D33
Category Rank
#1 of 1
AI Consensus
56%
Trend
up
Per Platform
ChatGPT
40
Perplexity
40
Gemini
29

About

Ankr is a Web3 infrastructure platform offering remote procedure call node access to more than 30 blockchain networks through a globally distributed network of nodes run by independent operators. Unlike centralized providers that operate their own data centers exclusively, Ankr's decentralized architecture routes requests across geographically distributed nodes, improving latency for users in regions underserved by US- or EU-centric infrastructure. Its public free-tier RPC endpoints — available for Ethereum, BNB Chain, Polygon, Avalanche, Fantom, and dozens of others — have made Ankr one of the most widely used infrastructure providers in the multi-chain developer ecosystem.

Full profile

AI Visibility Head-to-Head

40
Overall Score
33
#1
Category Rank
#1
67
AI Consensus
56
up
Trend
up
40
ChatGPT
40
31
Perplexity
40
43
Gemini
29
39
Claude
25
31
Grok
40

Capabilities & Ecosystem

Capabilities

Only Goodfire
AI Interpretability & Model Design
Only Ankr
Multi-Chain RPC Infrastructure

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