Pionex scores 12 points above Gunbot, led by true cost and reliability. Pionex ranks #2 and Gunbot #8 of 9 published trading bots. Every term of the gap is on the ledger below; the inputs are on the audit receipt.
PIPionex68
vs
Gunbot56
Scores are out of 100; published scores fall within 41–99 · ranks #2 and #8 of 9
Pionex scores 12 points above Gunbot, led by true cost and reliability.
PIPionex #2 of 968
Gunbot #8 of 956
Scores are out of 100; published scores fall within 41–99; a bar is empty at 41 and full at 99.
Why, term by termPionex leads on 2 of 4 published criteria; Gunbot on 2. The terms sum to the gap.
TermPionexGunbotWeightPoints
Custody3/108/107.2−9.4for Gunbot−4.8 of 32
True cost4/101/106.2+4.9for Pionex+2.5 of 32
Capability4/105/105.8−1.5for Gunbot−0.8 of 32
Reliability6/103/104.8+3.7for Pionex+1.9 of 32
FrictionScore dimension6.71.310+14.0for Pionex
Net of the terms+11.8
Criteria roundingThe criteria block is rounded to whole points before it is spread−0.1
Reproduced gap+11.7
Published gapAfter score rounding and bounds — see the note below6856+12.0
Weight is in points of the 86-point weighted total. Points are score points of the gap between the two.
Pionex's lead rests on lighter criteria: Gunbot is ahead on custody, which carries more weight (30) than any criterion Pionex leads on (26).
PionexScore 68Built-in bot exchange — trading bots without API-key setupStrength: Beginners trying bot trading without API-key setupWatch-out: Custodial — Pionex holds your funds while bots executeGunbotScore 56Self-hosted lifetime licence — validated against the GUNTHY token count of your walletStrength: Self-hosters preferring one-time licences over subscriptionsWatch-out: The “lifetime” licence links to a wallet address and its GUNTHY token count, so it depends on that wallet and on the token-based validation system
Quick facts
At a glance
FactPionexGunbot
PricingSnapshotBuilt-in bots carry no separate subscription or activation fee. Every order a bot fills pays the trading fee for that market. The Pionex fee schedule lists spot maker 0.050% and taker 0.050%, leveraged tokens 0.100% and 0.100%, and futures maker 0.020% and taker 0.050%, with lower fees for VIP tiers. A completed grid cycle pays fees on both the buy and the sell fill, and perpetual futures add funding. Custodial: Pionex is the exchange, and its terms allow it to place user assets with external providers ‘to custody and safekeep all or part of your digital assets’. US users trade on Webot (formerly Pionex.US), whose fee page states taker 0.5% and maker 0.1%. The May 2025 multistate consent order previously cited could not be re-read at a primary source on 14 September 2026 and is not asserted here.One-time licence with contradictory official pricing. The plans page lists Standard €199, Pro €299 and DeFi €499 under ‘Summer deals’ at €44.25, €111.75 and €186.75 lifetime (about 78%, 63% and 63% off), with no stated end date. The support FAQ quotes $599 / $899 / $1,499 lifetime plus Gunbot Unlimited at $29/month, and the Unlimited preview page prices the same subscription at €29 per month. Lifetime licences link to a self-custodied, non-exchange ERC-20 wallet address and its GUNTHY token count; subscription users skip the wallet step. No defensible single price exists; reconcile with support before buying. Re-read 14 September 2026.
Asset coverageEditorialSpot pairs across major and mid-cap assets; 16 native bot typesSelf-hosted spot (and venue-dependent futures) bot trading
Region fitSnapshotus, europe, globalglobal
From the published criteria
Which should you pick?
PI
Pionex
68#2 of 9
Leads
Pick it when
Pick Pionex if true cost matters most — it scores 4/10 to Gunbot's 1/10 there (weight 26).
Strength
Beginners trying bot trading without API-key setup
Tradeoff
Custodial — Pionex holds your funds while bots execute
Gunbot
56#8 of 9
Pick it when
Pick Gunbot if custody matters most — it scores 8/10 to Pionex's 3/10 there (weight 30).
Strength
Self-hosters preferring one-time licences over subscriptions
Tradeoff
The “lifetime” licence links to a wallet address and its GUNTHY token count, so it depends on that wallet and on the token-based validation system
Self-identify in 10 seconds
Which one is actually for you?
PIPionexLeads
Choose Pionex if true cost matters most
True cost: 4/10 against 1/10 for Gunbot (weight 26)
Reliability: 6/10 against 3/10 for Gunbot (weight 20)
PionexScore 68Built-in bot exchange — trading bots without API-key setupStrength: Beginners trying bot trading without API-key setupWatch-out: Custodial — Pionex holds your funds while bots execute
Gunbot
Choose Gunbot if custody matters most
Custody: 8/10 against 3/10 for Pionex (weight 30)
Capability: 5/10 against 4/10 for Pionex (weight 24)
GunbotScore 56Self-hosted lifetime licence — validated against the GUNTHY token count of your walletStrength: Self-hosters preferring one-time licences over subscriptionsWatch-out: The “lifetime” licence links to a wallet address and its GUNTHY token count, so it depends on that wallet and on the token-based validation system
Criterion by criterion
Scorecard
Published criteria · weight in points of 868 of 8 cells scored. Strength is read from the evidence file; the weight is the published one. Methodology
Custody
by 5 of 10weight 7.2 of 86Gunbot leads
Pionex3/10 out of 10
Gunbot8/10 out of 10
True cost
by 3 of 10weight 6.2 of 86Pionex leads
Pionex4/10 out of 10
Gunbot1/10 out of 10
Capability
by 1 of 10weight 5.8 of 86Gunbot leads
Pionex4/10 out of 10
Gunbot5/10 out of 10
Reliability
by 3 of 10weight 4.8 of 86Pionex leads
Pionex6/10 out of 10
Gunbot3/10 out of 10
Score dimensions
weights sum to 86
The published score is five dimensions, each weighted for the category. "Published criteria" is the criteria block above; the other four are the engine's own terms — availability, friction, trust record, measured data. Each bar is one side's points out of that dimension's maximum; the weight beside the name is its points of the 86-point weighted total. The published criteria above can fill 24 of the block’s 30.
Availabilityweight 20 of 86
Pionex20/20Gunbot20/20
Tie
Published criteriaweight 30 of 86
Pionex9.8/30Gunbot10.7/30
Gunbot leads
Frictionweight 10 of 86
Pionex6.7/10Gunbot1.3/10
Pionex leads
Trust recordweight 8 of 86
Pionex3.2/8Gunbot3.2/8
Tie
Measured dataweight 18 of 86
Pionex8.3/18Gunbot8.3/18
Tie
Decision rulePublished order
Choose Pionex unless the term Gunbot leads on is the one you are buying.
Pick Gunbot if custody matters most — it scores 8/10 to Pionex's 3/10 there (weight 30).
The published order weighs every criterion the same way for everyone. To weigh them your way, run .
From the published order
Next best action
If this isn't your case
Other matchups worth comparing
How you can lose money here, and what the ranking scores
Liveness failure: the operator stops, censors you or loses data.
Scored by Operational reliability · 20% (Pionex 6/10, Gunbot 3/10)
Custody failure: whoever holds the assets loses or withholds them.
Also scored, as cost, quality or a summary of several families: True cost of operation (26%), Strategy capability (24%).
Questions
Frequently asked questions
Pionex scores 12 points above Gunbot, led by true cost and reliability. Published scores, out of 100: Pionex 68 (rank 2 of 9 trading bots), Gunbot 56 (rank 8 of 9).
Reviewed means both products compared here was read against its sources on or after that date; every ranked category is re-read at least every 45 days. Models research, extract and parse. A deterministic engine ranks. Every quote passes an adversarial refute pass.
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