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Head-to-head · graded accuracy

@itschrisray vs @speculator_io

Who's the more accurate trader? Both records graded against real market data on SignalSnitch — a backward-looking comparison, not financial advice.

Chris Ray avatarChris Ray
@itschrisray
45%
accuracy · 355 trades
Rank #117 overall
vs
Lin avatarLin
@speculator_io
51%
accuracy · 80 trades
Rank #115 overall

Head-to-head

Metric@itschrisray@speculator_io
Accuracy45%51%
Overall rank#117#115
Reliability score4950
Resolved trades35580
Wins16141
Losses19439
Trades (30d)1573
Followers19k135k
PlatformXX

Frequently asked questions

Is @itschrisray or @speculator_io more accurate?

@itschrisray is graded 45% over 355 calls; @speculator_io is graded 51% over 80 calls on SignalSnitch. By graded accuracy, @speculator_io leads (51% vs 45%). On the overall leaderboard, @speculator_io ranks higher (#115 vs #117). Both are backward-looking records, not financial advice.

How do @itschrisray and @speculator_io compare?

Head-to-head on SignalSnitch: @itschrisray has 161 wins / 194 losses (rank #117), and @speculator_io has 41 wins / 39 losses (rank #115). Every call is settled against real historical market data.

Should I follow @itschrisray or @speculator_io?

SignalSnitch doesn't recommend who to follow. We publish both graded track records side by side so you can compare accountability for yourself. This is data, not financial advice.

Updated July 11, 2026

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