Best e-signature software (search query)

We asked 10 models: best e-signature software Each named its own top 10.

Asked 4 ways: List request · Buyer asking for advice · Search query · Worth paying for?. Share of voice pools every wording.

Agreement between models

87%

Same model, run twice

92%

Different picks

24

When agreement between models is well below a model's agreement with itself, the split reflects real differences in taste rather than randomness.

The consensus

Each cell is the position that model gave the pick; blank means it left the pick off. Click a row for each model's reasoning.

#	Pick	Score	Listed by	Claude Haiku 5.5	GPT-6 Luna	Gemini 4 Argon	Qwen 3.8 Flash	DeepSeek V4 Pro	GLM-5.3	Kimi K3	MiniMax M3	Mistral Large 4	Nemotron 3 Ultra
1	DocuSign		10/10	1	1	1	1	1	1	1	1	1	1
2	Adobe Acrobat Sign		10/10	2	2	2	2	2	2	2	2	2	2
3	Dropbox Sign		10/10	5	3	4	3	3	3	3	3	3	4
4	PandaDoc		10/10	3	4	3	5	4	4	4	4	4	3
5	SignNow		10/10	4	5	5	6	5	5	5	5	5	5
6	Zoho Sign		7/10	6	6	6	4	7	6	6
7	OneSpan Sign		7/10		9	7	7	6	8	7	7
8	SignEasy		6/10	7		8		10		8	9	6
9	Jotform Sign		4/10		7		9		7		6
10	Eversign		5/10					9	9		8	7	8
11	SignRequest		6/10	10		10		8		10		8	7
12	RightSignature		2/10							9			6
13	BoldSign		1/10		8
14	eSignatures		1/10				8
15	Foxit eSign		1/10	8

9 lower-scoring picks are not shown; every ballot below lists them in full.

Every ballot

Hover a pick to find it on the other ballots. Marked picks appear on no other ballot.

Claude Haiku 5.5

1. DocuSign
2. Adobe Acrobat Sign
3. PandaDoc
4. SignNow
5. Dropbox Sign
6. Zoho Sign
7. SignEasy
8. Foxit eSign
9. Box Sign
10. SignRequest

88% with consensus · 93% self-consistent

GPT-6 Luna

1. DocuSign
2. Adobe Acrobat Sign
3. Dropbox Sign
4. PandaDoc
5. SignNow
6. Zoho Sign
7. Jotform Sign
8. BoldSign
9. OneSpan Sign
10. SignWell

95% with consensus · 96% self-consistent

Gemini 4 Argon

1. DocuSign
2. Adobe Acrobat Sign
3. PandaDoc
4. Dropbox Sign
5. SignNow
6. Zoho Sign
7. OneSpan Sign
8. SignEasy
9. SignWell
10. SignRequest

94% with consensus · 95% self-consistent

Qwen 3.8 Flash

1. DocuSign
2. Adobe Acrobat Sign
3. Dropbox Sign
4. Zoho Sign
5. PandaDoc
6. SignNow
7. OneSpan Sign
8. eSignatures
9. Jotform Sign
10. AirSlate

92% with consensus · 88% self-consistent

DeepSeek V4 Pro

1. DocuSign
2. Adobe Acrobat Sign
3. Dropbox Sign
4. PandaDoc
5. SignNow
6. OneSpan Sign
7. Zoho Sign
8. SignRequest
9. Eversign
10. SignEasy

96% with consensus · 85% self-consistent

GLM-5.3

1. DocuSign
2. Adobe Acrobat Sign
3. Dropbox Sign
4. PandaDoc
5. SignNow
6. Zoho Sign
7. Jotform Sign
8. OneSpan Sign
9. Eversign
10. eSign Genie

97% with consensus · 92% self-consistent

Kimi K3

1. DocuSign
2. Adobe Acrobat Sign
3. Dropbox Sign
4. PandaDoc
5. SignNow
6. Zoho Sign
7. OneSpan Sign
8. SignEasy
9. RightSignature
10. SignRequest

98% with consensus · 90% self-consistent

MiniMax M3

1. DocuSign
2. Adobe Acrobat Sign
3. Dropbox Sign
4. PandaDoc
5. SignNow
6. Jotform Sign
7. OneSpan Sign
8. Eversign
9. SignEasy
10. Juro

94% with consensus · 91% self-consistent

Mistral Large 4

1. DocuSign
2. Adobe Acrobat Sign
3. Dropbox Sign
4. PandaDoc
5. SignNow
6. SignEasy
7. Eversign
8. SignRequest
9. Kofax Sign
10. Practically Paperless

90% with consensus · 93% self-consistent

Nemotron 3 Ultra

1. DocuSign
2. Adobe Acrobat Sign
3. PandaDoc
4. Dropbox Sign
5. SignNow
6. RightSignature
7. SignRequest
8. Eversign
9. DocHub
10. eSignLive

84% with consensus · 92% self-consistent

Who agrees with whom

Overlap between two models' lists, weighted toward the top · 100 means identical · Color runs from 79 (lightest) to 97 (darkest)

	Claude Haiku 5.5	GPT-6 Luna	Gemini 4 Argon	Qwen 3.8 Flash	DeepSeek V4 Pro	GLM-5.3	Kimi K3	MiniMax M3	Mistral Large 4	Nemotron 3 Ultra
Claude Haiku 5.5		86	93	81	85	86	88	82	85	85
GPT-6 Luna	86		90	90	92	97	94	92	88	83
Gemini 4 Argon	93	90		87	91	91	95	88	86	88
Qwen 3.8 Flash	81	90	87		90	91	91	87	83	79
DeepSeek V4 Pro	85	92	91	90		95	96	93	92	87
GLM-5.3	86	97	91	91	95		95	95	89	85
Kimi K3	88	94	95	91	96	95		92	90	85
MiniMax M3	82	92	88	87	93	95	92		91	86
Mistral Large 4	85	88	86	83	92	89	90	91		88
Nemotron 3 Ultra	85	83	88	79	87	85	85	86	88