Nerf Watch
Daily scores for Claude and GPT models on one private, code-graded test suite, so you can see whether a model is scoring lower than its own baseline.
- Brand
- tokenusage.dev
- Category
- Data & Analytics
- Primary Subcategory
- AI Project Directories & Agent Benchmarks
Integration details
Description
Nerf Watch gives the same private, code-graded tests to nine Claude and GPT models every day: Claude models through Claude Code on a Claude Max plan, and GPT models through Codex on ChatGPT Pro. Each model is compared with its own recent baseline. This connector reads the published results through two read-only tools. get_nerfwatch_scores returns each model's latest score, previous runs, change and baseline. get_nerfwatch_history returns one model's retained daily score history, oldest first. Use it to answer questions such as "Has Opus 5.5 scored lower this week?" or "How has GPT-6.1 Sol's score moved since October 20?" Limits: each model runs once a day, so a single day is noisy. Missing days are missing, not zero, and comparisons hold within one suite version. A lower score is a lower score on this suite, not proof that a provider changed a model. The tests themselves stay private. No account or sign-in is needed, and the connector writes nothing. tokenusage.dev is independent and not affiliated with Anthropic or OpenAI.
- Integration type
- Connector
- Verification status
Community connector- Platform
- Claude
- Primary Subcategory
- AI Project Directories & Agent Benchmarks
- Secondary Subcategories
- None listed
- Brand
- tokenusage.dev
- Access
- No account required
- First tracked
- 2026-10-21
- Tool count
- 2
- Geography
- US
The Primary Subcategory used for this profile’s headline score.
Other Subcategories where the Integration is listed.
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What discovery looks like

Claude can surface verified Connectors when they match a user’s Prompt.
How Claude Connector discovery works
Your Connector will compete to appear for users’ Prompts once Claude verifies it
Competing in Claude AI Project Directories & Agent Benchmarks
View Category2 tools agents can invoke
Nerf Watch Claude Connector FAQ
How the directory, categories and Discoverability Score work.
Read the methodologyHow do I improve Nerf Watch's Claude Connector discoverability?
The levers are the listing surface agents actually read: names, descriptions, keywords, tool metadata, and registry health. Which lever matters depends on where discovery breaks, which is what continuous measurement shows.
What are Nerf Watch alternatives on Claude?
As of 2026-10-22, Nerf Watch competes with AgentTrust, Arcopolis, AttentionWatch, Conqueia, HalaLaunch, INAM Protocol, Infrabase, Jobbi Agent Gigs and 12 more in Claude AI Project Directories & Agent Benchmarks, ranked by public Discoverability Score.
Where is this profile measured?
This profile uses the geography attached to the latest public registry snapshot: US. Locale tags are intentionally omitted.