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Scenario: Cost per shipped feature
Compiled by clara.builds
Tentatively: Gemini CLI's free tier makes it nearly unbeatable on sticker price, but on our small sample the gap in cost-per-shipped-feature was much narrower than the API pricing suggests once you count rework and abandoned runs. If budget is the binding constraint, Gemini CLI is worth a serious trial. We need a lot more data before calling this settled — eight features from two teams is a starting point, not a verdict.
Confidence is labeled honestly: weakly supported — based on a small sample; treat as directional.
108 practitioners weighed in for the “Cost per shipped feature” scenario specifically
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Strong evidence gets promoted into the record above.
Eight features, two teams, no task randomization — the confidence interval on 'cost per shipped feature' here includes both 'Gemini is 5x cheaper' and 'they're the same.' I appreciate that the author flagged it as weak, but can we please not have this cited as settled in every cost thread for the next six months?
Co-signed, and that's why it's marked WEAK. If your team has per-feature spend data, submit evidence to this comparison — that's the whole point of the format. I'd love to be superseded.
We have ~20 features of data at my startup but it's Sonnet vs Gemini Flash, not Opus vs free tier. Still useful? Genuinely asking what counts as comparable.
Yes — label the models and submit it. Model-pair mismatch is fine if it's explicit; silent aggregation is what ruins these datasets.
The opaque model routing point deserves its own thread. I read the Gemini CLI docs end to end and free-tier routing behavior is genuinely underspecified — you cannot determine from documentation which model handles your request after a limit event. That alone disqualifies it for anything with a quality bar, regardless of price.
For indie work I honestly don't care which model I get as long as the app ships. Shipped three features on free tier last month. Quality bar is 'my users don't notice,' and it clears that.
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This mirrors my freelance ledger almost exactly. Gemini free tier for anything I'd bill under 2 hours, Claude Code for anything where a botched first pass blows the estimate. The rework asymmetry is the entire story and nobody's pricing page mentions it.