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>>manually approved · 474 tools indexed·since 2026
index / Marvin Labs vs Samaya

>_ Marvin Labs vs Samaya

Marvin Labs and Samaya, side-by-side. Compare the facts below, then pick the one that fits your workflow.

Marvin Labs
Samaya
one-liner
AI research copilot for equity analysts — autonomous agents that run earnings reviews, KPI trackers, and guidance comparisons with citations.
Expert AI agents for hedge funds and IB — thesis evaluators, data-point trackers, and primers with 96% accuracy on financial workflows.
best for
equity analysts running deep-dive research on individual companies — earnings reviews, guidance tracking, management sentiment scoring.
institutional investment professionals — sell-side analysts, hedge fund teams, mutual fund managers, sales & trading desks, investment bankers, PE analysts — executing high-stakes research and monitoring workflows
key feature
Deep-research agents + 0-100 management-tone sentiment scores
Causal-world-model agents at 96% accuracy on finance tasks
who uses it
Hedge Fund, Mutual Fund, RIA
Hedge Fund, Mutual Fund, Investment Bank, Private Equity, RIA
asset class
Equities
Equities
function
AI Agents
AI Agents
strategies
Fundamental Analysis, Long-Term Investing, Value Investing, Growth Investing
workflow
Research, Monitoring
Idea Generation, Research, Monitoring
instruments
Stocks
regions
North America
Global
pricing
FREE-$$$
CALL
free tier
yes
no
model
subscription
enterprise
via
web
web
audience
pro · other
pro · other
upvotes
0
0

Marvin Labs vs Samaya: key differences

  • Marvin Labs has a free tier; Samaya is CALL.
  • Samaya also covers idea generation in the workflow.
  • Samaya lists Investment Bank, Private Equity users; Marvin Labs does not.
  • Marvin Labs is tagged for fundamental analysis, long-term investing, value investing, growth investing.

about Marvin Labs

ai research copilot for equity analysts built around autonomous agents that run multi-step research tasks on company filings, earnings calls, and press releases. agents produce structured outputs — earnings summaries, guidance trackers, tariff impact estimates, sentiment scores — with every statement cited to its source document. includes ai analyst chat that plans its own research steps and scheduled reports that trigger agents when new filings arrive.

about Samaya

AI agent platform for financial professionals combining domain-trained LLMs and multi-step workflow automation. Handles thesis evaluation, data-point tracking, custom primers, research summarization, and model/report generation with attributed, cited outputs. Claims 96% accuracy on financial tasks per independent benchmarks vs 57% for GPT-based systems.

Marvin Labs
AI research copilot for equity analysts — autonomous agents that run earnings reviews, KPI trackers, and guidance comparisons with citations.
[↗] visit app.marvin-labs.com
Samaya
Expert AI agents for hedge funds and IB — thesis evaluators, data-point trackers, and primers with 96% accuracy on financial workflows.
[↗] visit samaya.ai

See full data, pricing and alternatives on the Marvin Labs profile page, or the Samaya profile page.