Five of fourteen models named Midigator first on the direct prompt; three named Chargeblast. Midigator was named by thirteen of the fourteen models and Chargeblast by eight and Midigator carries 24 labels and Chargeblast 12, so the shares are not directly comparable.
Named in one category this edition.
Named in one category 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 chargeback management page.
Across every category in the October 2026 Edition, Midigator and Chargeblast were named in the same answer ten times, of the 57 answers naming Midigator and the 44 naming Chargeblast. In those answers Chargeblast took the first choice four times and Midigator two.
| 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 |
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.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Avoid enterprise tools like Chargebacks911 or Midigator ($500+ setup/$1,000+/month)—too pricey” Grok 4.1 Fast · budget prompt · hard negative
“excellent tools, but they start around $1,000+/month, which is prohibitive” DeepSeek V4 Flash · budget prompt · hard negative
“brand transition makes it a less stable choice right now” DeepSeek V4 Flash · direct prompt · soft negative
“For most mid-market B2B companies, Midigator stands out due to its robust analytics, scalability, and specialization in B2B SaaS and fintech.” Mistral Small · direct prompt · first choice
“Larger merchants with frequent chargebacks usually need dedicated tools like Chargebacks911 or Midigator to handle volume and rules at scale.” Muse Glimmer 30B · comparative prompt · first choice
“I'd recommend Midigator as the starting point because it's purpose-built for your segment” Kimi K2 · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“ChargeBlast is the strongest fit for mid-market dispute teams that need deadline-driven representment workflows” Muse Glimmer 30B · direct prompt · first choice
“Start with Chargeblast or Chargeflow for mid-market companies” GLM 4.7 FlashX · direct prompt · first choice
“my top recommendation is ChargeBlast” DeepSeek V4 Flash · direct prompt · first choice
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.