tbench.ai Backlink Analysis

Domain Score -, 219 referring domains, and top link sources from CrawlConsole.

Domain Score
-
Referring domains
219
Links
219
Hosts
3

Backlink Summary

Authority snapshot

This domain has a healthy authority profile, with enough link graph signal to support a practical backlink review.

Backlink breadth

CrawlConsole found 219 referring domains and 219 backlink edges, which gives the profile enough breadth for segmentation.

Top sources to inspect

The strongest visible referring domains include vercel.app, deeplearning.ai, abacus.ai. These are the first sources to inspect for relevance, anchor text, and repeatable link patterns.

Concentration pattern

The public sample is relatively distributed across visible referring domains, which is healthier than relying on one source.

Top referring domains to tbench.ai

Linking domainDomain ScoreHarmonicReferring domainsLinks
vercel.app-92865,7581
deeplearning.ai-4,8224,0871
abacus.ai-36,3831,0461
snorkel.ai-28,7524441
artificialanalysis.ai-467,2651,7941
epoch.ai-455,0131,5501
factory.ai-527,3954131
kilo.ai-614,4192441
eesel.ai-2.4M6041
chaterm.ai-158,879101
vals.ai-6.9M2191
smol.ai-2.5M991
implicator.ai-2.6M1441
open-thoughts.ai-7M221
thefocus.ai-2.7M151
takara.ai-2.8M61
openthoughts.ai-7M161
poulos.ai-9.3M41
bardai.ai-7.1M841
bycloud.ai-7M51
alphacorp.ai-8.9M371
ezugc.ai-30.9M121
techamerica.ai-18.4M21
terminalbench.ai-50M11
deepinfra.ai-102.8M-1
CrawlConsole MCP

Install CrawlConsole in your AI agent

Add the CrawlConsole MCP server once, then ask Claude Code or Codex to analyze tbench.ai with live backlink data.

Install in Claude Code

  1. Run the installer for Claude Code from your terminal.
    Terminal
    $ npx -y @crawlconsole/mcp -- --agent claude
  2. Sign in when the browser opens and approve the agent key.
  3. Restart Claude Code so it loads the CrawlConsole MCP server.

Install in Codex CLI

  1. Add this configuration to your ~/.codex/config.toml file:
    ~/.codex/config.toml
    [mcp_servers.crawlconsole]
    command = "npx"
    args = ["-y", "@crawlconsole/mcp"]
  2. Restart Codex to load the new configuration.

Methodology

CrawlConsole derives domain-level backlink and authority signals from Common Crawl link graph data. This public report shows a top referring-domain sample, Domain Score, harmonic centrality, and backlink breadth. Page-level source URLs, anchors, target URLs, and surrounding text require deeper evidence collection inside CrawlConsole.