Ledgible vs SoftLedger
Two of fourteen models named Ledgible first on the direct prompt; zero named SoftLedger. Ledgible was named by thirteen of the fourteen models and SoftLedger by twelve and Ledgible carries 24 labels and SoftLedger 13, so the shares are not directly comparable.
Named in one category 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 crypto accounting page.
By framing
LedgibleFirst choices, of fourteen modelsSoftLedger
Across every category in the October 2026 Edition, Ledgible and SoftLedger were named in the same answer seventeen times, of the 63 answers naming Ledgible and the 62 naming SoftLedger. In those answers SoftLedger took the first choice one time and Ledgible one.
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 | | | |
Ledgible SoftLedger first choice named as an alternative argued againstblank: not namedEach cell is one answer, Ledgible on the left and SoftLedger on the right.The direct prompt
Ledgible first, SoftLedger not the choice
2 of 14 modelsSoftLedger was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
7 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
5 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
SoftLedger5%#4 of 12Ledgible2%#8 of 12Ledgible5%#6 of 14SoftLedger4%#8 of 14SoftLedger4%#5 of 11Ledgible0%#9 of 11What the models said about Ledgible
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“not as cost-effective as Breezing for volume)” DeepSeek V4 Flash · budget prompt · hard negative
“Platforms like Ledgible or Cryptio are powerful but typically start at higher price points” Qwen 3.7 Flash · budget prompt · soft negative
“Choose Ledgible or Cryptio if: You run a business, hold significant assets, need to reconcile accounts monthly, or require audit-ready financial statements” Qwen 3.7 Flash · comparative prompt · first choice
“I'd suggest evaluating Cryptoworth or Ledgible first due to their transparent pricing and mid-market focus” Kimi K2 · direct prompt · first choice
“CryptaCount and Ledgible appear to be the most recommended for mid-market B2B companies based on current reviews.” MiniMax M2.5 · direct prompt · first choice
What the models said about SoftLedger
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“Full ledger replacement, but pricier (~$13k+/yr).” Grok 4.1 Fast · direct prompt · soft negative
“SoftLedger is the safer default recommendation because it appears better aligned to mid-market needs and pricing expectations” Perplexity Sonar · paraphrase prompt · first choice
“Bitwave or SoftLedger are the top recommendations” Mistral Small · paraphrase prompt · first choice
“SoftLedger is another option, starting at $45–$750 per month” Mistral Small · budget 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.