AICosts.ai vs ScreenplayIQ

Side-by-side comparison of features, pricing, and ratings

Analysis reviewed Live tool data as of 2026-09-14
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At a glance

DimensionAICosts.aiScreenplayIQ
Target UserFinance teams, CTOs, solo devs managing multi-provider AI spendScreenwriters, producers, studio executives
Core FunctionCentralize and analyze AI billing across 50+ providers via invoice uploadsAnalyze screenplay structure and predict box office performance
IntegrationsOpenAI, Anthropic, Bedrock, Vertex, Azure, Google AI, Cohere, Groq, Make, Zapier, n8n, PineconePitchTrailer
Data SecurityNo provider account connection; no prompt/completion handlingNot specified
Latest NewsAI cost management crisis highlighted by IBM exec and industry storiesNo recent news

For finance and engineering teams drowning in multi-provider AI bills, AICosts.ai offers a pragmatic, secure solution that doesn't require provider access—just upload invoices. ScreenplayIQ is laser-focused on scriptwriters needing data-driven marketability insights, but lacks recent updates. Choose based on your core problem: cost tracking vs. script analysis.

AICosts.ai
AICosts.ai

Unified AI cost tracking across 50+ providers from uploaded billing files.

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ScreenplayIQ
ScreenplayIQ

AI screenplay analysis with box office prediction and tailored feedback.

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Pricing
Freemium
Paid
Plans
$0
$19/month
~$24 for TV / ~$38 for Feature
~$48 for TV / ~$78 for Feature
~$60 for TV / ~$98 for Feature
~$24 for TV / ~$38 for Feature
~$24 for TV / ~$38 for Feature
~$118 for TV / ~$198 for Feature
Popularity
3 views
7.5k views
Skill Level
Intermediate
Intermediate
API Available
Platforms
WebAPI
WebAPI
Categories
📡 LLM Observability & Evals
📖 Fiction & Screenwriting
Features
Upload billing files (PDF, CSV, JSON) from 50+ AI providers
Unified dashboard for daily spend per platform and model
Per-item breakdowns: tokens, operations, characters
Monthly budgets with email alerts at 50%, 80%, 100%
CSV/JSON export for any date range
Re-upload invoices to re-parse into the same structure
Side-by-side platform comparison
Agent workflow cost tracking via Logger nodes in n8n and Make.com
Developer API for push-based event ingestion
No provider account connection required; never handles prompts or completions
Support for workflow automation tools (Make, Zapier, n8n)
Support for vector databases (Pinecone)
Integration guides for OpenAI Usage API and Anthropic Cost API
Cost attribution to teams, features, and customers (via guide)
Cost comparison across providers using cost-per-task math
AI-powered structural analysis
Box office performance prediction
PitchTrailer integration
Beat sheet generation
Visual heatmap of dialogue and pacing
Genre classification
Character arc and emotional journey charts
Comparative market data
PDF report export
Collaborative workspace (up to 5 users)
Custom genre templates
API access
Advanced analytics dashboard
Priority support
Dedicated account manager
Integrations
OpenAI
Anthropic
Bedrock
Vertex AI
Azure OpenAI
Google AI
Cohere
Groq
Make
Zapier
n8n
Pinecone
Google Sheets
Excel
PitchTrailer

What real users say: AICosts.ai vs ScreenplayIQ

Not marketing copy and not our opinion — a structured sweep of public discussion (reviews, forums, communities and video comments), showing what people praise and what they complain about for each tool.

AICosts.ai

1 mentions across 1 sources · 65% positive (averaged across 1 source)

Hacker News

What users praise

  • No API key sharing — upload invoices only, keeping provider accounts secure.
  • Covers 50+ AI providers in a single normalized dashboard.
  • Parses PDF, CSV, and JSON billing files automatically.
  • Budget alerts at 50%, 80%, and 100% spend thresholds via email.

What frustrates them

  • No auto-sync — manual invoice uploads are required.
  • Solo project — support and updates may be slow or stop.
  • Parsing accuracy on complex invoices is unverified.
  • No Slack, email-to-invoice, or Zapier integration yet.

Researched Jul 3, 2026

ScreenplayIQ

No verifiable community signal. We scanned public discussion on Sep 8, 2026 and found posts matching the name “ScreenplayIQ”, but could not establish that they are about this product rather than something else sharing its name. Rather than publish a score built on the wrong subject, we publish none.

Who should pick which

  • Solo founder using multiple AI APIs
    Pick: AICosts.ai

    AICosts.ai consolidates bills from 50+ providers without needing account access, ideal for tracking costs across OpenAI, Anthropic, etc., without manual logins.

  • Finance team managing AI spend
    Pick: AICosts.ai

    Features like budget alerts, per-model breakdowns, and multi-format export suit centralized cost control; latest news highlights AI cost crises.

  • Screenwriter seeking script marketability feedback
    Pick: ScreenplayIQ

    Offers AI structural analysis and box office prediction; free tier allows one script per month, suitable for testing.

  • Studio executive evaluating screenplays
    Pick: ScreenplayIQ

    Pro or Studio tiers provide unlimited analyses and collaborative workspace for team evaluation of potential films.

  • SaaS company with AI production costs
    Pick: AICosts.ai

    Agent workflow cost tracking and integration with automation tools (Make, Zapier) help manage operational AI spend.

Frequently Asked Questions

AICosts.ai vs ScreenplayIQ: which should you choose?

For finance and engineering teams drowning in multi-provider AI bills, AICosts.ai offers a pragmatic, secure solution that doesn't require provider access—just upload invoices. ScreenplayIQ is laser-focused on scriptwriters needing data-driven marketability insights, but lacks recent updates. Choose based on your core problem: cost tracking vs. script analysis.

Does AICosts.ai connect to provider accounts?

No, it only accepts uploaded billing files (PDF, CSV, JSON), ensuring no provider account or prompt data is exposed.

Can ScreenplayIQ analyze scripts over 150 pages?

No, it has an AI context window limitation and struggles with scripts over 150 pages.

What integrations does AICosts.ai support?

It integrates with OpenAI, Anthropic, Bedrock, Vertex AI, Azure OpenAI, Google AI, Cohere, Groq, Make, Zapier, n8n, and Pinecone.

Does ScreenplayIQ offer a free plan?

Yes, a Free tier with 1 screenplay analysis per month, paid capabilities included.

Can I export data from AICosts.ai?

Yes, users can export aggregated spend data as CSV or JSON files.

What types of screenplays does ScreenplayIQ support?

Only English feature films; it does not handle TV scripts, short films, or non-English scripts.

Is AICosts.ai suitable for solo developers?

Yes, it's listed as 'best for' solo devs on 3+ AI providers, though it's paid and likely enterprise-priced.

Does ScreenplayIQ provide box office predictions?

Yes, it uses comparative market data to predict a script's box office performance.

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Last reviewed: July 3, 2026