Head-to-head · Analytics & Charts
Features, pricing, health score, community ratings — side-by-side from the live MadeOnSol database.
Updated October 29, 2026
 |  | |
|---|---|---|
| Rating | (2) | (0) |
| Pricing | Freemium | Freemium |
| Health | Healthy | Healthy |
| Chain | Solana | Solana |
| Open Source | ||
| Features | 6 features | 7 features |
| Upvotes |
Pros & cons
Analysis
ICM Analytics ICM Analytics is a fundamentals-focused crypto analytics platform positioning itself as the intelligence layer for Internet Capital Markets. Instead of hype-based trading, it tracks fundamental and ad... PnL Labs PnL Labs is a Solana safety-and-trust API built for traders and AI agents that need a machine-readable answer to "is this wallet, token or trade actually worth touching?" before committing capital. It...
ICM Analytics is rated higher by the MadeOnSol community with 5.0/5 stars across 2 reviews, compared to 0.0/5 for PnL Labs (0 reviews). That said, ratings only tell part of the story — what matters most is which tool fits your specific workflow.
ICM Analytics uses a freemium model, while PnL Labs is freemium. Both offer free tiers with paid upgrades, so try each before committing to a paid plan.
ICM Analytics offers 6 features including Fundamental token metrics: revenue, P/E-style ratios, DAU, app-store ratings, holder counts, Live dashboards with holder tracking, limit-order and DCA monitoring, AI Feed tracking calls from monitored AI agents, and 3 more. PnL Labs counters with 7 features including Wallet verification (/check/wallet) - realized SOL profit reconstructed from on-chain history with a TRUSTED / NEUTRAL / UNTRUSTED / INSUFFICIENT / UNVERIFIABLE verdict, 0.10 USDC per call, Token safety check (/check/token) - real-holder concentration, sniper-bot detection and honeypot assessment for any mint, 0.02 USDC per call, Trade cost check (/check/trade) - expected slippage for a specified size_sol plus a recommended maximum position size, 0.02 USDC per call, and 4 more. The right choice depends on which specific features matter for your use case — check the individual review pages for full breakdowns.
We monitor both tools around the clock for uptime, SSL validity, and response times. ICM Analytics currently has a healthy health status with 100.0% uptime over the last 30 days. PnL Labs is rated healthy with 100.0% uptime. For any tool you trust with your funds, trades, or yield, uptime and speed are non-negotiable.
More comparisons
Compare ICM Analytics with…
Compare PnL Labs with…
Explore more
Keep comparing
DEXs, RPC providers, liquid-staking protocols, and trading-bot fees — all compared the same way.
| ▲ 1 |
| ▲ 0 |
| Twitter Followers | 195 | 8 |
| Categories | Data & Indexing, AI Agents, Analytics & Charts | Security & Audit, API Platforms, Analytics & Charts |
| Description | The fundamentals intelligence layer for Internet Capital Markets | Keyless API that verifies whether a Solana wallet's profits are real before you copy it |
ICM Analytics's key strengths include fundamentals-and-adoption angle is differentiated from typical chart/price-only tools, aggregates on-chain, social, and web2 adoption data (app ratings, dau) in one place, free entry tier lowers the barrier to evaluate the data. PnL Labs stands out for scores realized pnl rather than peak or unrealized performance, which is the failure mode that makes most copy-trade leaderboards misleading, no signup, key or subscription - keyless x402 means an agent can start using it the moment it has a funded wallet, granular pricing from 0.02 to 0.10 usdc per check, cheap enough for a bot to verify every candidate instead of sampling. On the flip side, ICM Analytics's weaknesses include coverage is narrow — only a small curated set of tokens is tracked, while PnL Labs's main drawback is very new and largely unproven - effectively no third-party coverage, independent benchmarks or public track record to validate its verdict accuracy against.
Both ICM Analytics and PnL Labs operate in the analytics & charts space, so this is a direct head-to-head. ICM Analytics has the community's vote, but your mileage may vary depending on your specific needs. We recommend trying both — ICM Analytics is free to start and PnL Labs is free to start. Read user reviews on each tool's page for real-world feedback from the Solana community.