Reports
AG Insights' State of AI: Reasoning Models is a sector intelligence report that profiles 43 reasoning-model vendors across six tiers, covering flagship models, weights, pricing, benchmarks, and deployment. The report triangulates deployment evidence across twelve enterprise use cases and the projections of eighteen analyst institutions against independent sources. It identifies four use cases where reasoning models are mature and eight where confirmed production is near-zero, arguing that the split is the decision. The report provides a decision framework with five moves, including writing a tier policy first and gating on evidence rather than projections. It is delivered as a 43-page branded PDF with an interactive evidence explorer covering 2,525 sourced findings across 73 entities.
Reports is a research tool. InnovaAI scores it 4.3/10 for agency resale.
Agency Audit
This report is a valuable research asset for agencies advising clients on AI vendor selection, offering a structured framework and evidence base. It is not a tool but a one-time intelligence deliverable, best used to inform strategic recommendations.
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Illustrative scenario. Not a guarantee. Net capacity needs a verified paid base plan, and none is published for this service, so it is not modeled. Hours saved come from the service estimate; implementation, taxes, and unprovided usage charges are excluded.
Adoption signals available after Phase 2
- Agencies seeking hands-on AI tooling or automation capabilities.
- Agencies without a focus on AI strategy or enterprise technology consulting.
Internal Adoption Path
No paid plan published
Team size not published
Team size not published
Team size not published
Illustrative scenario. Not a guarantee. No verified paid base plan is published for this service, so subscription cost and net capacity are not modeled. Implementation, taxes, and unprovided usage charges are excluded.
AI Tool Overview
- Agencies advising clients on AI adoption need a defensible vendor selection framework.
- Agencies want to ground AI recommendations in quantified deployment evidence.
- Agencies need to navigate data residency and compliance constraints in AI vendor choice.
- Agencies seeking hands-on AI tooling or automation capabilities.
- Agencies without a focus on AI strategy or enterprise technology consulting.
Platform Features
Core capabilities of Reports
Profile 43 reasoning-model vendors
UniqueProvides structured data on flagship model, weights, pricing, benchmarks, and deployment for each vendor.
Triangulate deployment evidence
UniqueCross-references vendor claims with independent sources across twelve use cases.
Deliver decision framework
UniqueOffers a five-move framework for agencies to evaluate AI adoption use case by use case.
Provide interactive evidence explorer
UniqueLets users explore 2,525 sourced findings across 73 entities with confidence scoring.
What Makes Reports Different
Unique advantages vs similar tools in this niche
Provides a use-case-by-use-case evidence split rather than a blanket AI adoption recommendation
vs Generic AI market reports that treat all use cases as equally matureThe report identifies four mature use cases and eight evidence-thin ones, arguing the split is the decision.
Triangulates vendor claims against independent sources with confidence scoring
vs Vendor marketing materials and analyst forecasts taken at face valueThe evidence base includes 2,525 sourced findings across 73 entities, deduplicated and confidence-scored.
Prioritizes admissibility (data residency, compliance, geopolitics) before benchmarks
vs Benchmark-first vendor selection that ignores legal constraintsThe framework settles which tiers you are permitted to use before any shortlist opens.
Frequently Asked Questions
Answers about pricing, setup, alternatives
Reports offers a free plan; paid pricing is not published publicly.
Reports's most distinctive features include: Profile 43 reasoning-model vendors (Provides structured data on flagship model, weights, pricing, benchmarks, and deployment for each vendor.); Triangulate deployment evidence (Cross-references vendor claims with independent sources across twelve use cases.); Deliver decision framework (Offers a five-move framework for agencies to evaluate AI adoption use case by use case.). These capabilities differentiate Reports from alternatives and create unique value for agency clients.
Reports's key advantage over Generic AI market reports that treat all use cases as equally mature: Provides a use-case-by-use-case evidence split rather than a blanket AI adoption recommendation. The report identifies four mature use cases and eight evidence-thin ones, arguing the split is the decision. Overall: This report is a valuable research asset for agencies advising clients on AI vendor selection, offering a structured framework and evidence base. It is not a tool but a one-time intelligence deliverable, best used to inform strategic recommendations.
Reports is a strong fit if: Agencies advising clients on AI adoption need a defensible vendor selection framework.; Agencies want to ground AI recommendations in quantified deployment evidence.; Agencies need to navigate data residency and compliance constraints in AI vendor choice.. Consider alternatives if: Agencies seeking hands-on AI tooling or automation capabilities.; Agencies without a focus on AI strategy or enterprise technology consulting.. Key trade-off: The report is static research, not an ongoing tool, so it requires agencies to apply its framework to client situations.
Pricing
Reports platform cost to your agency
Pay as you go
- No monthly subscription required
- Pay only for what you use — see per-unit rates below
- Cancel anytime, no contract lock-in
How usage-based pricing works
Reports charges per consumption unit (per 1m input tokens (stepfun step-3.5-flash-2603)). Below are the component rates the vendor publishes. Each row is a separate charge: your total cost combines them based on your configuration and volume. Component rates range from $0.10 per 1m input tokens (stepfun step-3.5-flash-2603).
Final agency cost = (sum of selected component rates) Ă— client usage volume. Confirm a usage estimate with each client before quoting.
Component Rates
Cost per unit: total depends on your configuration and volume
Add-ons
Optional extras priced on top of any main plan
No verified white-label program for Reports: client-facing delivery runs under the platform's native branding.