Stablecoin platforms
Asked as “stablecoin payments platform”, and as “stablecoin infrastructure provider”, on behalf of a mid-market B2B company. 42 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each. Added to the November 2026 Edition.
Standing · first-choice share
21%
Contested · NOWPayments 12%
21BVNK12NOWPayments10Request Finance57others
21% of first choices, contested.
Since October 2026▼−2Since October 2026: 23% → 21%, −2 points. Inside the 10-point floor: within noise.BVNK held the lead, −2 points on 23%, inside the 10-point floor.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.
Small business
Stripe Crypto24%Contested▼−6Since October 2026: 30% → 24%, −6 points. Inside the 10-point floor: within noise.Standing →Mid-market
BVNK21%Contested▼−2Since October 2026: 23% → 21%, −2 points. Inside the 10-point floor: within noise.This pageEnterpriseBVNK28%Contested▼−11Since October 2026: 39% → 28%, −11 points. Past the 10-point floor: movement.Standing →
Stripe Crypto24%Contested▼−6Since October 2026: 30% → 24%, −6 points. Inside the 10-point floor: within noise.Standing →Mid-marketBVNK21%Contested▼−2Since October 2026: 23% → 21%, −2 points. Inside the 10-point floor: within noise.This pageEnterpriseBVNK28%Contested▼−11Since October 2026: 39% → 28%, −11 points. Past the 10-point floor: movement.Standing →The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for a mid-market B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince October 2026
01BVNK21%3%30accepted challenger▼−2Since October 2026: 23% → 21%, −2 points. Inside the 10-point floor: within noise.23% → 21%
BVNK21%3%30accepted challenger▼−2Since October 2026: 23% → 21%, −2 points. Inside the 10-point floor: within noise.23% → 21%02
NOWPayments12%17%12accepted challenger▲+5Since October 2026: 7% → 12%, +5 points. Inside the 10-point floor: within noise.7% → 12%
NOWPayments12%17%12accepted challenger▲+5Since October 2026: 7% → 12%, +5 points. Inside the 10-point floor: within noise.7% → 12%03
Request Finance10%0%12accepted challenger▲+10Since October 2026: 0% → 10%, +10 points. Inside the 10-point floor: within noise.0% → 10%
Request Finance10%0%12accepted challenger▲+10Since October 2026: 0% → 10%, +10 points. Inside the 10-point floor: within noise.0% → 10%04
Circle7%3%30accepted challenger▼−7Since October 2026: 14% → 7%, −7 points. Inside the 10-point floor: within noise.14% → 7%
Circle7%3%30accepted challenger▼−7Since October 2026: 14% → 7%, −7 points. Inside the 10-point floor: within noise.14% → 7%05
Bridge5%8%13accepted challenger=heldSince October 2026: 5% → 5%, ±0 points. Inside the 10-point floor: within noise.5% → 5%
Bridge5%8%13accepted challenger=heldSince October 2026: 5% → 5%, ±0 points. Inside the 10-point floor: within noise.5% → 5%06
CoinGate5%0%11accepted challenger▲+1Since October 2026: 4% → 5%, +1 point. Inside the 10-point floor: within noise.4% → 5%
CoinGate5%0%11accepted challenger▲+1Since October 2026: 4% → 5%, +1 point. Inside the 10-point floor: within noise.4% → 5%07Stripe Crypto5%22%27accepted challenger▼−4Since October 2026: 9% → 5%, −4 points. Inside the 10-point floor: within noise.9% → 5%
Stripe Crypto5%22%27accepted challenger▼−4Since October 2026: 9% → 5%, −4 points. Inside the 10-point floor: within noise.9% → 5%Show the five products at 0%, ordered by negative rate
12Tether0%46%13criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise.0% → 0%
10
Fireblocks0%20%15accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 10-point floor: within noise.2% → 0%
Fireblocks0%20%15accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 10-point floor: within noise.2% → 0%08USDC0%20%15accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 10-point floor: within noise.2% → 0%
11DAI0%20%10accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise.0% → 0%
09Zero Hash0%0%10accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise.0% → 0%
The floor is 10 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one can't be told apart from repeat variation, and both are shown. Each index measures its own floor from its own repeat, over its own categories, so the floor differs from one index to the next. Both editions asked the same fourteen models. How the floor is measured
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
All twenty-one head-to-head pages: the top seven products, each against each
BVNK vs BridgeBVNK vs CoinGateBVNK vs Stripe CryptoNOWPayments vs Request FinanceNOWPayments vs CircleNOWPayments vs BridgeNOWPayments vs CoinGateNOWPayments vs Stripe CryptoRequest Finance vs CircleRequest Finance vs BridgeRequest Finance vs CoinGateRequest Finance vs Stripe CryptoCircle vs BridgeCircle vs CoinGateCircle vs Stripe CryptoBridge vs CoinGateBridge vs Stripe CryptoCoinGate vs Stripe Crypto
Recommended versus criticized
Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.
Criticized challengerCriticized default
Negative label rate →
01020304050607U08
Z09
10D11
T12
Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01BVNK21%
BVNK21%02NOWPayments12%
NOWPayments12%03Request Finance10%
Request Finance10%04Circle7%
Circle7%05Bridge5%
Bridge5%06CoinGate5%
CoinGate5%07Stripe Crypto5%
Stripe Crypto5%08USDC0%
09Zero Hash0%
10Fireblocks0%
Fireblocks0%11DAI0%
12Tether0%
What they warned about
Two of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Perplexity Sonar, Grok 4.20, Mistral Small, DeepSeek V4 Flash, Qwen 3.7 Flash, Kimi K2, MiniMax M2.5, GPT-6 Luna and Muse Glimmer 30B changed. A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
TerraUSD
100%
9 of 9 labels negative · 9 of 14 models · 9 hard negative
“The Cautionary Tale: TerraUSD (UST). It was once considered the "safest" algorithmic coin until it lost its peg in May 2022, causing billions in losses.” Qwen 3.7 Flash, negative prompt
Tether
46%
6 of 13 labels negative · 6 of 14 models
“has faced longstanding controversy over the transparency of its reserves. It's widely used but carries higher counterparty risk perception.” MiniMax M2.5, negative prompt
Stripe Crypto22%
6 of 27 labels negative · 5 of 14 models · 2 hard negative
“Stripe (1.5% but requires existing integration)” Kimi K2, budget prompt
Binance USD
100%
3 of 3 labels negative · 3 of 14 models · 2 hard negative
“Previously significant but phased out due to regulatory issues with Paxos and U.S. authorities” Grok 4.20, comparative prompt
What they cite
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted.
Sites the answers cite
74 of 84 answers in this category came back with a source list, from 14 of 14 models: citations where the model returns them, or the search results it consulted. 845 links across 305 sites, every framing counted. Ranked by the number of answers carrying the site or page. 7 of the 252 answers across every segment cited this index's own page for the category; the method page measures whether that reading tilts an answer.
vendor site · OSL24 answers · 25 citations · 9 models
vendor site · PhotonPay17 answers · 28 citations · 10 models
vendor site · Spark15 answers · 22 citations · 11 models
vendor site · Stripe14 answers · 26 citations · 9 models
14 answers · 22 citations · 7 models
vendor site · Merge13 answers · 14 citations · 8 models
vendor site · Eco11 answers · 18 citations · 6 models
vendor site · Circle11 answers · 17 citations · 5 models
11 answers · 16 citations · 8 models
10 answers · 10 citations · 7 models
vendor site · BVNK9 answers · 18 citations · 5 models
9 answers · 13 citations · 6 models
Pages the answers cite
The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.
20 answers · 9 models
11 answers · 8 models
9 answers · 9 models
8 answers · 5 models
8 answers · 6 models
7 answers · 4 models
7 answers · 7 models
7 answers · 5 models
7 answers · 5 models
7 answers · 5 models
Search against answers
Each company's standing in the answers beside its site's footprint in Google search, one row a site: the products the models named on it with their shares, and the share they add up to; monthly searches on Google, and DataForSEO's estimate of AI search demand (modeled from search signals, directional, not a count of queries to any assistant), for the most-searched of the company's and its products' names (the name is in each row's hover text); estimated monthly organic visits to the site; and its best position in Google's top ten for “best stablecoin payments platform”, “stablecoin payments platform”, “stablecoin platforms”. US estimates from DataForSEO and Google's Ads Transparency Center. A small company's site, or a mid-sized company's site for its flagship, is marked company; a product on a large parent's site (Google, Microsoft) has no site figures. A column with no figures for this category is left out, and an empty cell means none were seen, not none exist. Two measurements side by side: neither is read as the cause of the other.
| Company and products | Share | Own site cited | Name searches, Google | AI search demand, est. | Organic visits | Paid search a month, est. | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|---|
| BVNK bvnk.com | 21% | 107 | 2,900 | 81 | 4,032 | 5 | ||
| NOWPayments nowpayments.io | 12% | 31 | 2,400 | 43 | 5,067 | 1 | ||
| Request Finance requestfinance.com | 10% | 36 | 170 | 35 | 166 | 0 | ||
| Circle circle.com | 7% | 99 | 301,000 | 242,528 | 78,492 | 8 | ||
| Stripe parent site Stripe Crypto 5%, Stripe Stablecoin Payments 2% | 7% | 80 | 823,000 | 102,741 | ||||
| Bridge bridge.xyz | 5% | 61 | 246,000 | 465,888 | 3,449 | $1,713 | 33 | 7 |
| CoinGate coingate.com | 5% | 28 | 2,400 | 33 | 55,937 | 10 | ||
| BTCPay Server btcpayserver.org | 5% | 23 | 480 | 5 | 794 | |||
| Mural Pay muralpay.com | 5% | 8 | ||||||
| Paxos paxos.com | 2% | 34 | 8,100 | 913 | 8,414 | 0 |
Google's top ten for the three searches hold 25 sites; 4 of them are among the sites the models cited here (eco.com, photonpay.com, stablecoininsider.org, stripe.com). The first result for “best stablecoin payments platform” is eco.com.
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.ShowHide
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.
ShowHideModelDirect“What is the best stablecoin payments platform for a mid-market B2B company?”Paraphrase“Which stablecoin infrastructure provider would you recommend to a mid-sized B2B company?”Comparative“What are the top stablecoin platforms and how do they differ?”Budget-constrained“What is the best stablecoin payments platform for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating a stablecoin payments platform. What should we look at?”Negative“Which stablecoin platforms should I avoid or be cautious about?”
Claude Haiku 4.5BVNKagainst: Stripe Cryptono first choiceChangedno first choiceSolana, Stellarno first choicenothing named
Two alternatives
Crossmint, OSL BizPayTwo alternatives
Circle's CCTP, Stripe's stablecoin paymentsGPT-5.4 miniCircle's CPN / Managed PaymentsBVNKChangedno first choiceStripe Stablecoin Paymentsagainst: Circle CPN / Managed Payments, PayPal cryptono first choicenothing named
Three alternatives
BVNK, Bridge, FireblocksTwo alternatives
Bridge, FireblocksOne alternative
Coinbase BusinessGemini 3.5 FlashRequest FinanceBVNKChangedTetherCoinbase Commerceno first choiceagainst: Ethena USDe, Neutrino USD, Real USD, Tangible’s USDR, TerraUSD, USDD
Four alternatives
BVNK, Bridge, Mural Pay, Triple-AFive alternatives
Bridge, Circle Developer Platform, Fireblocks, Paxos, Zero HashFive alternatives
Circle, Ethena Finance, Paxos, PayPal, Sky Protocol / MakerDAOFive alternatives
BTCPay Server, CoinGate, NOWPayments, Request Finance, Stripe CryptoSeven alternatives
BVNK, Bitwave, Bridge, Coinbase Commerce, Deel, Helio, Stripe CryptoPerplexity SonarRequest FinanceBridge, now part of StripeChangedCircleCoinGateagainst: Bridge, Stripe Cryptono first choiceagainst: DAI, TUSD, TerraUSD, USDD, USDS, USDT, USDe
Four alternatives
BVNK, Bridge, Circle, Stripe CryptoThree alternatives
BVNK, Circle, FireblocksEight alternatives
BVNK, Bridge, Ethereum, Fireblocks, Paxos, Solana, Tether, Zero HashTwo alternatives
BitPay, Request FinanceGrok 4.20BVNKagainst: NOWPaymentsCircleChangedagainst: FireblocksTether, USD Coinagainst: Binance USD, USDeBTCPay Serveragainst: BVNK, Stripe Crypto, Triple-Ano first choiceagainst: Basis Cash, DAI, Ethena's USDe, FDUSD, IRON Finance, PYUSD, TUSD, TerraUSD, Tether
Three alternatives
Circle, Conduit, Stripe BridgeTwo alternatives
Paxos, Stripe CryptoTwo alternatives
DAI, USDSThree alternatives
CoinGate, Coinbase Commerce, NOWPaymentsMistral SmallBVNK, Circleagainst: NOWPayments, Stripe CryptoPaxosChangedDAI, Tether, USD Coinagainst: Binance USDBitPay, CoinGateno first choiceagainst: TerraUSD
Two alternatives
NOWPayments, UtilaTwo alternatives
NOWPayments, Stripe CryptoDeepSeek V4 FlashRequest FinanceBVNKChangedUSD CoinNOWPaymentsagainst: BitPayno first choiceagainst: Fireblocksagainst: Resolv, StablR, TerraUSD, Tether
Three alternatives
BVNK, Circle, Stripe CryptoTwo alternatives
Bridge, CircleThree alternatives
DAI, Ethena USDe, TetherThree alternatives
BTCPay Server, CoinGate, Coinbase BusinessLlama 4 Maverickno first choiceno first choiceHeldno first choiceno first choiceno first choicenothing named
Qwen 3.7 FlashMural PayStripe CryptoChangedTether, USD Coinagainst: Ethena USDePayzumno first choiceagainst: Binance USD, MIM, OKB Dollar, TerraUSD, Tether
Four alternatives
BVNK, Circle Payments, PhotonPay, Stripe CryptoTwo alternatives
Circle, FireblocksTwo alternatives
MakerDAO, PaxosTwo alternatives
BTCPay Server, CoinGateKimi K2BVNKagainst: MergeFiptoChangedagainst: Stripe CryptoUSDCNOWPaymentsagainst: BitPay, Circle, Ripple Payments, Stripe Cryptono first choiceagainst: Ethena USDe, Stables Labs USDX, TerraUSD, Tether, USX, Verified USD, WEMIX$
Two alternatives
Request Finance, Stripe CryptoTwo alternatives
BVNK, CircleThree alternatives
DAI, USDT, USDeThree alternatives
BTCPay Server, CoinGate, Request FinanceGLM 4.7 FlashXBVNKBVNKHeldno first choiceBTCPay Server, NOWPaymentsno first choiceagainst: DOLA, DUSD, FlexUSD, Frax, MIM, NuBits, OUSD, Terra / Luna, Tether, USD0++, USDC, USDe, USR
Two alternatives
Fipto, Triple-AThree alternatives
Circle, OSL, Zero HashFive alternatives
DAI, FDUSD, USDC, USDS, USDTTwo alternatives
PYMSTR, SpeedMiniMax M2.5Mural PayCircleChangedagainst: Anchorage Digital, Fireblocksno first choiceagainst: Binance, Paxos, TronNOWPaymentsno first choiceagainst: BUSD, FEI USD, TerraUSD, Tether, USDC, USDD
Three alternatives
BVNK, Request Finance, TokenFiThree alternatives
BVNK, Bridge, Zero HashThree alternatives
BTCPay Server, CoinGate, Request FinanceGPT-6 LunaMastercard Global Money PlatformBridgeChangedUSDTStripe Cryptoagainst: Invorano first choiceagainst: TerraUSD
Two alternatives
Circle, Stripe CryptoTwo alternatives
BVNK, CircleFive alternatives
Ethena USDe, PYUSD, PayPal, Sky / USDS and DAI, USDCTwo alternatives
BitPay, Coinbase BusinessMuse Glimmer 30BRequest FinanceBridgeChangedTether USD USDTagainst: MakerDAONOWPaymentsno first choiceagainst: TerraUST, USDC, USDT
Four alternatives
BVNK, Bridge, Circle, Stripe CryptoTwo alternatives
BVNK, FireblocksTwo alternatives
Dai DAI, USDC USDCTwo alternatives
BTCPay Server, CoinGateBold is the first choiceAlternatives are counted; the count opens them.What the answer argued against
The record
One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency.
Eighty-four rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 11:22 | yes | 15 | 9 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:17 | yes | 3 | 6 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 12:46 | yes | 14 | 23 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 09:27 | yes | 10 | 4 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:22 | yes | 15 | 35 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 10:06 | yes | 5 | 5 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 08:53 | yes | 24 | 20 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 10:40 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 11:05 | yes | 10 | 45 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:29 | yes | 10 | 43 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 12:32 | yes | 23 | 125 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 09:24 | yes | 10 | 55 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:50 | yes | 4 | 19 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 10:33 | yes | 24 | 29 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 11:31 | no | 0 | 3 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 11:51 | yes | 3 | 3 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 11:27 | no | 0 | 17 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 10:17 | yes | 10 | 3 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:06 | yes | 10 | 36 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 11:02 | yes | 5 | 3 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:35 | yes | 24 | 27 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 10:58 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 12:09 | no | 0 | 28 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 08:54 | yes | 25 | 60 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:28 | yes | 23 | 28 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:15 | yes | 10 | 38 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 09:07 | yes | 2 | 14 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 12:36 | yes | 14 | 23 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 12:22 | yes | 9 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 11:18 | yes | 6 | 6 s |
| Comparative | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 09:57 | yes | 10 | 16 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 10:40 | yes | 10 | 7 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:23 | yes | 5 | 37 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:52 | yes | 5 | 8 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 10:46 | yes | 23 | 27 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 10:07 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 12:13 | yes | 10 | 25 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 10:06 | yes | 15 | 81 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 12:34 | yes | 20 | 40 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 09:02 | no | 0 | 38 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 09:00 | yes | 6 | 21 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 08:47 | yes | 15 | 28 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 10:17 | yes | 19 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 08:42 | yes | 5 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 10:25 | yes | 9 | 20 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 10:48 | yes | 10 | 3 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:11 | yes | 5 | 33 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 12:57 | yes | 5 | 5 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 10:33 | yes | 22 | 32 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 10:50 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 12:47 | yes | 20 | 53 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 10:07 | yes | 19 | 48 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:02 | yes | 8 | 106 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:36 | yes | 5 | 25 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 09:39 | yes | 5 | 19 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 10:04 | yes | 13 | 23 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 10:23 | yes | 18 | 18 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 09:35 | yes | 6 | 8 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 11:20 | no | 0 | 16 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 12:55 | yes | 10 | 8 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:14 | yes | 5 | 31 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 11:17 | no | 0 | 6 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:00 | yes | 23 | 33 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 08:54 | yes | 5 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 09:42 | no | 0 | 30 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:36 | yes | 10 | 79 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:53 | yes | 15 | 42 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 09:04 | yes | 5 | 29 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 09:04 | yes | 5 | 25 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 11:37 | no | 0 | 4 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 11:41 | yes | 18 | 11 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 09:09 | yes | 5 | 6 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 11:49 | yes | 11 | 20 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 09:56 | yes | 10 | 5 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:29 | yes | 5 | 30 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 10:52 | yes | 5 | 7 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:33 | yes | 25 | 24 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:33 | yes | 5 | 4 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 12:27 | no | 0 | 33 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:49 | yes | 25 | 53 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 12:32 | yes | 25 | 158 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:50 | no | 0 | 27 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 08:50 | yes | 3 | 17 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 12:40 | yes | 14 | 26 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
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Category-scoped readings
Ethena (USDe) read as Ethena USDe
Ripple read as Ripple Payments
Stripe read as Stripe Crypto
Stripe (Bridge) read as Stripe Crypto
Stripe (Crypto) read as Stripe Crypto
Stripe (specifically Stripe Crypto) read as Stripe Crypto
Stripe (stablecoins) read as Stripe Crypto
Stripe (via Bridge acquisition) read as Stripe Crypto
Stripe (via Bridge) read as Stripe Crypto
Unresolved, counted raw
Aave (GHO)
Agora
BNB Chain
BRLA/BRL1
Binance-Peg BSC-USD
Bitstamp
Bloquo
Bridge Open Issuance
Bridge, now part of Stripe
Circle CPN / Managed Payments
Circle Developer Platform
Circle Payments
Circle Treasury
Circle's CCTP
Circle's CPN / Managed Payments
Coinbase Institutional / Payments
Coinbase stablecoin platform
Curve (crvUSD)
DOLA (Magic Internet Money)
DUSD (DefiDollar)
Dai DAI
Ethena Finance (USDe)
Ethereum
FEI USD
FlexUSD (CoinFLEX)
Gemini Dollar (GUSD)
Invora
M0
MXNe
Maker / DAI
Neutrino USD (USDN)
OKB Dollar (OKB)
OUSD (Origin Dollar)
PAXG
Pax Dollar (USDP)
PayPal crypto
Payzum
Resolv
Sky / USDS and DAI
Sky Dollar (USDS)
Sky Protocol / MakerDAO (USDS & DAI)
Sky protocol
StablR
Stables Labs USDX
Stripe's stablecoin payments
Tangible’s USDR
Terra / Luna (UST)
TerraUST
Tether USD USDT
TokenFi
Tron (USDD)
USD0++ (Usual Protocol)
USDC USDC
USDS USDS
USR (Resolv)
USX (dForce USD)
Verified USD (USPD)
WEMIX$
XAUT
XSGD
government-backed ones like those from JPMorgan
regulated EURT (Euro Tether)
Discontinued, still offered
No shut-down product was recommended here.