PulseGatePost-LLM software, agents & workflows market (since 2022)
Coverage
167,794

Apps indexed

 

Freshness
7 min ago

Last update

 

Cadence
1,470/day

7-day average

Indexed today: 715

PulseGate

Market catalog for public software products, models, infra, and workflow tools.

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Goodfire

goodfire.ai·LLM eval & observability

Goodfire is an AI interpretability research lab focused on understanding and intentionally designing advanced AI systems.

WebCloud-managed
G
Goodfire preview
Visit goodfire.ai↗

Overview

5 features

Goodfire is a LLM eval & observability product. It focuses on understanding and debugging complex AI models to improve reliability and performance. It is built as a B2B product for AI researchers and machine learning engineers. Goodfire is available on the web.

It is developed by Goodfire AI, and the product first shipped in 2024. PulseGate's similarity index finds few close equivalents — Goodfire occupies a relatively distinct niche. Key capabilities include model interpretability, debugging tools, and causal mechanism analysis.

  • ✓Model interpretability
  • ✓Debugging tools
  • ✓Causal mechanism analysis
  • ✓Targeted interventions
  • ✓Cross-domain support

Tags

model-interpretabilityai-debuggingcausal-analysisneural-geometryai-evaluation

AI capabilities

CodeInference: Cloud API

Built with & integrations

Hosting
cloudflare
Runs on
BrowserCloud-managed

Trust & compliance

LicenseProprietary
Verified signals
✓ HTTPS

Recent events

Latest indexed changes and source events

  1. IndexedJul 7, 11:40 PM

    Neural Geometry in Vision Models with Block-Sparse Featurizers discovered by the PulseGate indexer

    Source: PulseGate indexerOpen ↗
  2. IndexedJun 29, 5:16 AM

    Can SAEs Capture Neural Geometry? discovered by the PulseGate indexer

    Source: PulseGate indexerOpen ↗
  3. IndexedJun 26, 5:18 PM

    goodfire.ai discovered by the PulseGate indexer

    Source: PulseGate indexerOpen ↗

Frequently asked questions about Goodfire

What does Goodfire do?
Goodfire focuses on understanding and debugging complex AI models to improve reliability and performance. It is catalogued under LLM eval & observability on PulseGate.
Who is Goodfire for?
Goodfire is a B2B product built for AI researchers and machine learning engineers.
What platforms does Goodfire run on?
Goodfire runs on the web.
Is Goodfire still maintained?
PulseGate's automated liveness checks currently classify Goodfire as active.
What are alternatives to Goodfire?
Similar tools tracked by PulseGate include Silico.ai, Sill, and Fireworks AI.Silico.aiSillFireworks AI
Who makes Goodfire?
Goodfire is developed by Goodfire AI.
When did Goodfire launch?
Goodfire first shipped in 2024.

At a glance

Platforms
Web
Languages
English
First seen
Jul 5, 2024
Activity
🟢 Active
Status
🟢 Active
Built for
AI researchers and machine learning engineers
Model
B2B
Solves
Understanding and debugging complex AI models to improve reliability and performance.

Developer

Goodfire AI

PulseGate index

Confidence
High · 93
Indexed
Jun 26, 2026
Lifecycle
Alive
Activity
Active
First seen
Jul 2024
Last seen
5d ago
Freshness
Unknown
Identity audit (9)
Entity ID
cmqv74hz700gng8dqhdboajpv
Slug
goodfire-ai-goodfire-ai
Verification state
Indexed for public listing
Claim / listing state
Unclaimed · listed: yes
Index status
Included in index
Latest evidence snapshot
Jul 7, 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Last updated
Jul 7, 2026
Canonical URL
https://goodfire.ai/

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  • Finseo
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