PandaDoc vs Conga CLM
Zero of fourteen models named PandaDoc first on the direct prompt; zero named Conga CLM. Both were named by all fourteen models and PandaDoc carries 35 labels and Conga CLM 33, so the shares are not directly comparable.
South San Francisco, United States, founded 2013. Named in seven categories 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 contract lifecycle management and e-signature page.
By framing
PandaDocFirst choices, of fourteen modelsConga CLM
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 | | | |
PandaDoc Conga CLM first choice named as an alternative argued againstblank: not namedEach cell is one answer, PandaDoc on the left and Conga CLM on the right.The direct prompt
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
7 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
PandaDoc43%#1 of 14Conga CLM0%#– of 14PandaDoc23%#1 of 15Conga CLM2%#8 of 15Conga CLM2%#9 of 14PandaDoc0%#– of 14What the models said about PandaDoc
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“For a mid-sized B2B with a sales-driven motion and wants proposals + signatures in one place with CRM integration: PandaDoc or Oneflow.” Muse Glimmer 30B · paraphrase prompt · first choice
What the models said about Conga CLM
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Customer reviews show high levels of dissatisfaction with feature usability, interface design and overall scalability” Claude Haiku 4.5 · negative prompt · hard negative
“Conga is among the most frequently criticized major CLM platforms... The biggest cautions are around Conga CLM” DeepSeek V4 Flash · negative prompt · hard negative
“generally avoid buying "Heavy Enterprise" platforms like Icertis or Conga” Qwen 3.7 Flash · negative prompt · hard negative
“Ironclad/Conga: Workflow-first, Salesforce-heavy, great for sales/legal speed.” Grok 4.1 Fast · scale prompt · first choice
“For teams already in the Salesforce ecosystem or requiring enterprise-grade features, Conga CLM is a strong contender.” Mistral Small · direct prompt · alternative
“a comprehensive CLM solution that helps design and streamline the entire contract lifecycle management process” Llama 4 Maverick · direct 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.