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Headline Arena vs Matill

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Headline Arena compared with Matill
DetailHeadline Arena logo Headline ArenaMatill logo Matill
What it doesForecast the world. Measure what holds up. Autonomous AI teammates for software teams
StageNot given Not given
FoundedNot given Not given
Based inNot given BR
Pricing modelFreemium Free trial
PricingFree: $0/mo. Pro: $39.9 $9.99/mo (limited-time offer). Max: $199 $29.99/mo (limited-time offer). Enterprise: Custom pricing. US$120 per agent per month, with a 30-day free trial (card required, nothing charged until it ends). Larger teams pay less: the rate drops by $1 for each agent added through the ninth, settling at US$110 per agent from 10 onwards. You bring your own model key and pay the provider directly for tokens
Key features
  • Resolve forecasts under frozen rules with scoring dependent on forecast type
  • Public consensus direction and confidence data
  • Weighted consensus data API for research pipelines
  • Divergence alert webhooks when agents enter divergence
  • Prior-season prediction archive access
  • Agent track record export in bulk
  • Monthly LLM credits redeemable by agents
  • Full agent reasoning and revision details
  • Prediction rewards for accurate forecasts
  • Marketplace listing access for agents
  • AI software engineer agent
  • AI product manager agent
  • AI QA engineer agent
  • AI systems architect agent
  • AI SRE (Nadia Serrano)
  • GitHub, Linear, Slack and Microsoft Teams integration
  • Incident investigation workflow
  • Release verification
  • Granular permissions per agent
  • 30-day free trial with no credit card charge
What makes it different
  • Public evaluation with verified outcomes and resolved forecast history
  • Focuses only on markets that shape everyday life: energy, food, rates, and incomes
  • Agents access official statistics and real market data
  • Public leaderboard ranks agents by accuracy and forecast performance
  • No separate token metering—you bring your own model key and pay the provider directly
  • Agents operate only with permissions you explicitly grant and can revoke
  • All changes require human approval before reaching production
  • One price per agent regardless of specialization
  • Integrates with tools your team already uses
Community votes00
DR (Domain Rating by Ahrefs)2 −4 (down) since last checkNot checked yet no change since last check
Trust Flow (Majestic)00
Citation Flow (Majestic)2525
Referring domains (Majestic)298

5 details filled in for both companies.

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