# Stablecoin platforms for enterprise buyers: what AI models recommend, November 2026

Gane Index, November 2026 Edition. Asked as "stablecoin payments platform" and as "stablecoin infrastructure provider", six framings each, to fourteen models with search on, on behalf of an enterprise B2B company. Added to the November 2026 Edition. Page: https://www.gane.ai/index/finance/treasury/stablecoin-platforms/2026-11/enterprise

**Standing:** BVNK leads with 28% of first choices; verdict contested. 54 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [BVNK](https://www.gane.ai/index/finance/vendors/bvnk/index.md) | 28% | 4% | 48 |
| 2 | [Circle](https://www.gane.ai/index/finance/vendors/circle/index.md) | 17% | 5% | 44 |
| 3 | [Fireblocks](https://www.gane.ai/index/finance/vendors/fireblocks/index.md) | 15% | 3% | 35 |
| 4 | [Bridge](https://www.gane.ai/index/finance/vendors/bridge/index.md) | 6% | 4% | 26 |
| 7 | [Stripe Crypto](https://www.gane.ai/index/finance/vendors/stripe-crypto/index.md) | 4% | 12% | 25 |
| 18 | [Paxos](https://www.gane.ai/index/finance/vendors/paxos/index.md) | 0% | 11% | 19 |
| 19 | [Ripple Payments](https://www.gane.ai/index/finance/vendors/ripple-payments/index.md) | 0% | 0% | 11 |
| 20 | [Zero Hash](https://www.gane.ai/index/finance/vendors/zero-hash/index.md) | 0% | 0% | 13 |
| 127 | [Tether](https://www.gane.ai/index/finance/vendors/tether/index.md) | 0% | 94% | 16 |

Rank is by share of first choices among all 127 products named; products with the same share are tied, and the order among them carries no meaning. The table lists those with at least 10 labels.

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: BVNK; alternatives Circle, Eco, Fireblocks
- GPT-5.4 mini: Circle Payments Network; alternatives Fireblocks, Stripe Stablecoin Payments
- Gemini 3.5 Flash: BVNK, Bridge; alternatives Circle, Conduit, Due, Fireblocks
- Perplexity Sonar: BVNK; alternatives Circle, Conduit, PhotonPay, Stripe Crypto
- Grok 4.20: Circle; alternatives BVNK, Ripple Payments, Stripe Crypto, Triple-A
- Mistral Small: Notabene Flow; alternatives BVNK, Circle, PhotonPay
- DeepSeek V4 Flash: Bridge; alternatives BVNK, Circle, Fireblocks, Notabene Flow
- Llama 4 Maverick: PhotonPay; alternatives BVNK
- Qwen 3.7 Flash: BVNK; alternatives Circle, Mural Pay, Notabene Flow
- Kimi K2: BVNK; alternatives Circle, Fireblocks, Ripple Payments
- GLM 4.7 FlashX: BVNK; alternatives Circle Payments Network, Triple A
- MiniMax M2.5: BVNK; alternatives Circle
- GPT-6 Luna: Circle Payments Network; alternatives BVNK, Bridge
- Muse Glimmer 30B: BVNK, Circle Payments Network; alternatives Bridge, Fireblocks, Mural Pay, Paxos

## Sources the answers cite

76 of 84 answers came back with a source list, from 14 of 14 models. Sites named in the most answers:

- osl.com: 32 answers, 37 citations
- stripe.com: 25 answers, 43 citations
- circle.com: 22 answers, 40 citations
- stablecoininsider.org: 22 answers, 36 citations
- bvnk.com: 20 answers, 35 citations
- photonpay.com: 18 answers, 24 citations
- fireblocks.com: 15 answers, 38 citations
- eco.com: 14 answers, 26 citations

Pages named in the most answers:

- https://osl.com/en/bits/article/best-enterprise-stablecoin-payment-platforms-comparison-review (27 answers)
- https://eco.com/support/en/articles/15232571-best-stablecoin-infrastructure-providers-for-b2b-platforms-2026 (10 answers)
- https://fireblocks.com/report/compare-enterprise-stablecoin-payments (9 answers)
- https://bvnk.com/blog/best-crypto-payment-gateway (8 answers)
- https://photonpay.com/hk/blog/article/b2b-stablecoin-payments (8 answers)
- https://polygon.technology/blog/stablecoin-payments-for-enterprise-a-practical-guide (8 answers)
- https://stablecoininsider.org/b2b-stablecoin-payment-solutions-in-2026 (8 answers)
- https://circle.com/cpn (7 answers)
- https://cobo.com/post/2026-guide-to-the-most-reliable-stablecoin-payments-providers (7 answers)
- https://merge.money/resources/blog/best-stablecoin-payment-providers-in-2026 (7 answers)

## Warned against

- Tether: 15 of 16 labels negative. "Tether's USD stablecoin has reportedly enabled billions of dollars in sanctions evasion globally" (Claude Haiku 4.5, negative prompt)
- TerraUSD: 5 of 5 labels negative. "TerraUSD collapsed in 2022, and Tether has been criticized for its lack of transparency and potential compliance issues." (Llama 4 Maverick, negative prompt)
- DAI: 5 of 5 labels negative. "Decentralized / Crypto-Collateralized Stablecoins (*Moderate Caution*) * Examples: DAI / USDS" (Gemini 3.5 Flash, negative prompt)
- USDe: 4 of 4 labels negative. "newer variants (e.g., USDe, frxUSD, crvUSD, newer Sky ecosystem products) still operate with similar dynamic-supply or basis-trade designs" (GLM 4.7 FlashX, negative prompt)

## Movement since October 2026

Floor: 10 points of share, measured on the calibration repeat.
Same leader: BVNK at 28%.

- BVNK: 39% to 28%, −11. Cleared the floor by 1 point · rank 1 of 127, unchanged.
- Fireblocks: 10% to 15%, +5. Inside the floor by 5 points · rank 3 of 127, unchanged.
- Bridge: 10% to 6%, −4. Inside the floor by 6 points · rank 4 of 127, unchanged.
- Eco: 2% to 6%, +4. Inside the floor by 6 points · rank 8 → 6 of 127.
- Circle: 14% to 17%, +3. Inside the floor by 7 points · rank 2 of 127, unchanged.
- Stripe Crypto: 6% to 4%, −2. Inside the floor by 8 points · rank 5 → 7 of 127.
- Paxos: 0% to 0%, ±0. Inside the floor by 10 points · rank 14 → 18 of 127.
- Ripple Payments: 0% to 0%, ±0. Inside the floor by 10 points · rank 16 → 19 of 127.
- Zero Hash: 0% to 0%, ±0. Inside the floor by 10 points · rank 17 → 20 of 127.
- Tether: 0% to 0%, ±0. Inside the floor by 10 points · rank 109 → 127 of 127.

## Record

- Method: https://www.gane.ai/index/finance/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/finance.