Circle vs Fireblocks
Zero of fourteen models named Circle first on the direct prompt; zero named Fireblocks. Circle was named by fourteen of the fourteen models and Fireblocks by eleven and Circle carries 28 labels and Fireblocks 15, so the shares are not directly comparable.
Named in two categories this edition.
Named in two categories this edition.
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; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the stablecoin platforms page.
By framing
CircleFirst choices, of fourteen modelsFireblocks
Across every category in the October 2026 Edition, Circle and Fireblocks were named in the same answer fifty times, of the 94 answers naming Circle and the 68 naming Fireblocks. In those answers Fireblocks took the first choice three times and Circle twenty.
Every model, every framing
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | | | | |||
| Gemini 3.5 Flash | | |||||
| Perplexity Sonar | | |||||
| Grok 4.1 Fast | | | | |||
| Mistral Small | | |||||
| DeepSeek V4 Flash | | | | |||
| Llama 4 Maverick | | | ||||
| Qwen 3.7 Flash | | | | |||
| Kimi K2 | | | ||||
| GLM 4.7 FlashX | | |||||
| MiniMax M2.5 | | |||||
| GPT-6 Luna | | |||||
| Muse Glimmer 30B | |
Circle Fireblocks first choice named as an alternative argued againstblank: not namedEach cell is one answer, Circle on the left and Fireblocks on the right.The direct prompt
Neither was the first choice, one was named
3 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
11 of 14 modelsThe answer made no first choice from these two in this category.Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
What the models said about Circle
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Best for teams building directly on USDC, but requires more custom development.” MiniMax M2.5 · paraphrase prompt · soft negative
“If you are holding long-term savings, USDC or PYUSD are generally considered safer due to their strict regulatory oversight.” Qwen 3.7 Flash · comparative prompt · first choice
“Circle is the most direct choice for companies building around USDC and its native payment and cross-chain ecosystem.” Muse Glimmer 30B · paraphrase prompt · first choice
“Circle (USDC) | Regulated issuer, deep liquidity, APIs. | US/global enterprises. | Custodial focus.” Grok 4.1 Fast · scale prompt · first choice
What the models said about Fireblocks
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“more custody-heavy; overkill unless you need MPC wallets/multi-party security” Grok 4.1 Fast · paraphrase prompt · soft negative
“Circle (USDC) and Fireblocks are both excellent choices” Mistral Small · paraphrase prompt · first choice
“Best if your priority is institutional-grade custody, MPC wallets, and tokenization for your treasury team.” DeepSeek V4 Flash · paraphrase prompt · alternative
“if your top concern is institutional custody, security, and transfer controls” Perplexity Sonar · paraphrase prompt · alternative
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.