tokenspeed
Verified live by HTTP probe across 37 observations. Pulse momentum is positive over 30 days (+2.0).
HTTP liveness
realSignal telemetry
4 families · 2 observed · observed onlylightseek.orgedge
behind Cloudflareserver
cloudflareTranco rank
unranked
Analyst read
generated from the observed metrics above · no external narrativetokenspeed's listed site resolved live when we last probed it on Aug 27, 2026, so we mark it verified alive. Its Pulse Index is 57.4 of 100, built from 2 of 4 observed signal families. Observed footprint: 8 functional tags. It has no curated competitive-alternative edges yet, so the comparable set below is functional tag-similarity — read it with the confidence flags.
Comparable set
curated alternatives → functional tag-similarity| Company | Basis | Overlap | Pulse | 30d Δ | Status |
|---|---|---|---|---|---|
| mhr-cfwdev-tools | similar | 88% | 13.8 | +0.5 | — unverified |
| claude-zeroclaw-agenticsai-tools | tag-overlap | 88% | — | — | — unverified |
| spaCydev-tools | similar | 80% | 40.0 | 0.0 | ● live |
| Allen NLPdev-tools | similar | 80% | 18.6 | 0.0 | → redirected |
| PyTorchdev-tools | similar | 80% | 49.2 | -0.4 | ● live |
| OpenAI Gymdev-tools | similar | 80% | 8.0 | 0.0 | — unverified |
| harmonistai-tools | tag-overlap | 78% | 21.9 | -3.8 | — unverified |
| browser-harnessai-tools | tag-overlap | 78% | 18.0 | -0.4 | — unverified |
Confidence reflects source and category coherence: curated = an editorially linked alternative; similar = strong functional tag-overlap in the same category; tag-overlap = shared tags only and may be noisy. Overlap is the shared functional-tag ratio (Jaccard) for tag-matched rows. Pulse is the observed-activity index real and 30d Δ its signed month change; a dash means insufficient observed history, never zero.
Structure
observed attributesFunding & team
real1 disclosed funding round on record. See the full cap table on the product profile →