At sub-1M tokens per month (typical SMB agent volume) in 2026, the absolute dollar gap between Claude Haiku 4.5, GPT-4o-mini, and Gemini 2.5 Flash is small enough (≤$3/month) that price is the wrong tiebreaker; tool-use reliability, instruction-following on long context, and ecosystem fit determine the right cheap-tier model per workload shape.
Cheap-tier API cost comparison. Claude Haiku 4.5 ($1/$5 per MTok) is roughly 6-10x the per-token cost of Gemini Flash-Lite ($0.10/$0.40) or GPT-4o-mini ($0.15/$0.60) — the multiplier is real, the absolute number at SMB volume is not. Workload-shape recommendations: GPT-4o-mini for high-frequency triage, Claude Haiku for long-document review, Gemini Flash for research/synthesis.
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About this register
The Operators register tracks claims published from practitioner-advisory pieces addressed to solo founders, micro-SMB, and small businesses up to around fifty people. Claims are reviewed on a 30–45 day cadence — tooling and SMB-relevant pricing shift faster than enterprise procurement signals.
Recent corrections in Operators
- OPS-036 · Partial · 29 Apr 2026
Initial publication 29 Apr 2026. Status set to Partial at publication because clause 6 commentary references an order-of-magnitude remediation-cost gap derived from the IAPP 2024 AI Governance Profession Report; the report characterises the gap as material but does not publish a precise multiple, so the wording is annotated source: our-estimate. REVIEW: Peter to source a precise figure or amend the commentary.
- OPS-035 · Holding · 29 Apr 2026
Initial publication 29 Apr 2026. Status set to Partial at publication because category 5 lacks the same regulatory/cited-consequence anchor as categories 1-4. REVIEW: Peter to confirm category 5 evidence base and either upgrade to Holding (with strengthened citation) or amend the claim to four categories.
- OPS-034 · Holding · 29 Apr 2026
Initial publication 29 Apr 2026 with status=partial. Cost-side claims (vendor pricing) verifiable against the four cited pricing pages on the publication date. Time-recovery claim (90+ min compressed to ~20 min) drawn from published productivity-blogger benchmarks rather than Peter-run measurement; first-cohort replication on the publication's tracked operator cohort due by 13 Jun 2026. REVIEW: Peter.
Reviews coming up in Operators
- OPS-003 · Holding · next +12d (26 May 2026)
For a solo founder choosing exactly one consumer AI subscription at around $20/month in 2026, the choice between Claude…
- OPS-002 · Holding · next +12d (26 May 2026)
For a 5-person consultancy already on either Notion or ClickUp in 2026, the AI features alone do not justify a workspac…
- OPS-001 · Holding · next +12d (26 May 2026)
For a 4–10 person ops team running ~50 automations including five agentic steps in 2026, the platform choice is binary…