buildOne report1 publisher One developer's step-level audit finds 97 of 200 Claude Code steps fit a local model
One developer's audit of Claude Code found 97 of 200 agent steps could run on a local model, against 4 of 100 whole requests. That makes the agent step the unit to route on, on evidence from one person's sessions and one RTX 4070.
Reality
- Evidence35
- Adoption
- Not scored
- Hype gap+20
- Incentives25
- Confidence35
buildConfirmed2 publishers The Copilot research preview picks a single, cascade, or critique workflow per request, and you pay standard Copilot rates for every token in every leg. So the router has to save more expensive inference than the extra calls cost.
Perspective Coverage
3 publishers
- Builder
- Builder 58%
- Operator
- Operator 28%
- Investor
- Investor 14%
Reality
- Evidence55
- Adoption
- Not scored
- Hype gap+30
- Incentives70
- Confidence60
Lovable's CTO says enterprises show up with thousands of apps their staff already built
Fabian Hedin, Lovable's CTO, said two-thirds of the Fortune 500 use the tool because staff found it themselves, and put current revenue at $600m. The permissions work starts after the apps are running.
Reality
- Evidence32
- Adoption52
- Hype gap+36
- Incentives82
- Confidence46
Viture's CEO says his unreleased glasses told him to stop shouting at his son
Vonder costs $299, has no cameras and ships in November. Viture's cofounder says the built-in assistant messaged him unprompted about how he was treating his 10-year-old at tennis tournaments.
Reality
- Evidence42
- Adoption8
- Hype gap+55
- Incentives80
- Confidence52
buildOne report1 publisher Who owns the GPU fleet decides whether LLM routing is a library or a gateway
LiteLLM works as a drop-in OpenAI replacement for teams running their own clusters, while managed gateways suit teams renting inference. OpenRouter's reported $113M round at a $1.3B valuation funds the rented side.
Reality
- Evidence30
- Adoption
- Not scored
- Hype gap+20
- Incentives70
- Confidence35
buildOne report1 publisher Re-graded on post-cutoff problems, the cheap model loses 30 points and routing triples its value
OmnisBench's author rebuilt his split from date-stamped LiveCodeBench problems. The cheap tier fell from 90% to 60%, and a 4,096-token cap had been marking the frontier model absent.
Reality
- Evidence42
- Adoption
- Not scored
- Hype gap+12
- Incentives78
- Confidence48
buildOne report1 publisher Your token ratio, not the leaderboard, decides which model is cheap
A dev.to price walkthrough shows two models swapping places by 17% and 42% on the same list prices. For that pair, the crossover sits at ten input tokens per output token.
Reality
- Evidence52
- Adoption
- Not scored
- Hype gap−5
- Incentives70
- Confidence58