Datasets:
simulation_id stringlengths 11 36 | scenario stringclasses 2 values | status stringclasses 4 values | turns int64 1 10 | final_price float64 0.38 10.5k ⌀ | model stringclasses 2 values | negotiation_style stringclasses 1 value | buyer_strategy stringclasses 4 values | seller_strategy stringclasses 4 values | buyer_temperature float64 0.7 0.7 | seller_temperature float64 0.7 0.7 | buyer_risk_level stringclasses 1 value | seller_risk_level stringclasses 1 value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
test-sim-id | price_negotiation | failure | 5 | null | mistral | formal | null | null | 0.7 | 0.7 | medium | medium |
3e088f2c-c1e1-479a-9dcd-02aa709bf8f8 | price_negotiation | timeout | 2 | null | mistral | formal | null | null | 0.7 | 0.7 | medium | medium |
a5e90a38-c6b7-4030-a9c9-362b84224cfc | price_negotiation | agreement | 4 | 100 | mistral | formal | aggressive | aggressive | 0.7 | 0.7 | medium | medium |
31bd2d6f-92c6-46e5-8af0-82e12e563764 | price_negotiation | failure | 10 | null | mistral | formal | aggressive | aggressive | 0.7 | 0.7 | medium | medium |
0e5187dc-489c-421b-90c5-ce068c4cbadf | price_negotiation | agreement | 4 | 100 | mistral | formal | aggressive | aggressive | 0.7 | 0.7 | medium | medium |
0eb24a7c-e7fa-4d7c-a095-60303bf6f27d | price_negotiation | failure | 10 | null | mistral | formal | aggressive | aggressive | 0.7 | 0.7 | medium | medium |
b8d51dd6-16ec-4a28-a48a-cd5b3d88ba32 | price_negotiation | error | 3 | null | mistral | formal | aggressive | aggressive | 0.7 | 0.7 | medium | medium |
14a7718d-2620-4fe3-8bfa-9ff297a91712 | price_negotiation | agreement | 2 | 110.25 | llama3 | formal | aggressive | aggressive | 0.7 | 0.7 | medium | medium |
fc554b02-f68d-4cc6-8309-8017d69fdec0 | price_negotiation | agreement | 2 | 110.25 | llama3 | formal | aggressive | aggressive | 0.7 | 0.7 | medium | medium |
ceef1e25-2066-40f3-8dee-69484308bfc1 | price_negotiation | agreement | 2 | 110.25 | llama3 | formal | aggressive | aggressive | 0.7 | 0.7 | medium | medium |
0a58fab2-9b52-4d8b-9fe3-b755b39cdfaa | price_negotiation | agreement | 2 | 110.25 | llama3 | formal | aggressive | aggressive | 0.7 | 0.7 | medium | medium |
2fe16739-c406-4d5e-b91f-79302f7a63af | price_negotiation | agreement | 2 | 110.25 | llama3 | formal | aggressive | aggressive | 0.7 | 0.7 | medium | medium |
b84f8385-73f5-4f8d-8fbe-92b97f2c756e | price_negotiation | failure | 10 | null | mistral | formal | balanced | balanced | 0.7 | 0.7 | medium | medium |
9cbaed8b-958d-4a6e-bc95-96ccc021dd5d | price_negotiation | failure | 7 | null | mistral | formal | balanced | balanced | 0.7 | 0.7 | medium | medium |
92823df4-4b61-4df2-9986-378c5b9425e2 | price_negotiation | failure | 10 | null | mistral | formal | balanced | balanced | 0.7 | 0.7 | medium | medium |
344b28bb-e060-41a3-a792-586bac13c19d | price_negotiation | failure | 10 | null | mistral | formal | balanced | balanced | 0.7 | 0.7 | medium | medium |
85654658-00fb-49d4-9251-0d6f77909a5d | price_negotiation | timeout | 10 | null | mistral | formal | balanced | balanced | 0.7 | 0.7 | medium | medium |
e14752aa-a8f7-4b20-bf30-04cb92377f4d | price_negotiation | agreement | 7 | 124 | llama3 | formal | balanced | balanced | 0.7 | 0.7 | medium | medium |
1ce33c68-756f-4266-8e75-a55caad094a6 | price_negotiation | agreement | 8 | 127.5 | llama3 | formal | balanced | balanced | 0.7 | 0.7 | medium | medium |
c67ada4e-e3fe-4715-a201-5e51d5573f76 | price_negotiation | agreement | 9 | 115.5 | llama3 | formal | balanced | balanced | 0.7 | 0.7 | medium | medium |
c268ce26-d33e-475d-bcec-de63df5fbd76 | price_negotiation | agreement | 7 | 117 | llama3 | formal | balanced | balanced | 0.7 | 0.7 | medium | medium |
e4688091-fe69-4ff6-8e16-97ae82b4ac2f | price_negotiation | agreement | 5 | 100 | llama3 | formal | balanced | balanced | 0.7 | 0.7 | medium | medium |
90a0370a-244e-4b59-b108-78db7f54f36d | price_negotiation | timeout | 10 | null | mistral | formal | conservative | conservative | 0.7 | 0.7 | medium | medium |
8fe039bd-913e-4654-8fc4-c02b5671aa99 | price_negotiation | timeout | 10 | null | mistral | formal | conservative | conservative | 0.7 | 0.7 | medium | medium |
5a3bfb92-bdb5-4b11-b92b-3d74637284aa | price_negotiation | timeout | 10 | null | mistral | formal | conservative | conservative | 0.7 | 0.7 | medium | medium |
01942fda-a0f3-4408-9829-d383ea230b1a | price_negotiation | timeout | 10 | null | mistral | formal | conservative | conservative | 0.7 | 0.7 | medium | medium |
cd04a716-4714-42b8-b552-fbbcf533a97e | price_negotiation | timeout | 10 | null | mistral | formal | conservative | conservative | 0.7 | 0.7 | medium | medium |
aef3ee36-5c63-436d-a233-9ab81c4532b4 | price_negotiation | agreement | 4 | 110 | llama3 | formal | conservative | conservative | 0.7 | 0.7 | medium | medium |
d31c01f9-3630-47ba-bc53-016f8711db14 | price_negotiation | agreement | 4 | 100 | llama3 | formal | conservative | conservative | 0.7 | 0.7 | medium | medium |
9fefda6a-dcbb-456d-b334-3d1c510e88c2 | price_negotiation | agreement | 5 | 92 | llama3 | formal | conservative | conservative | 0.7 | 0.7 | medium | medium |
2edd910e-4d14-45d6-8c79-12ae3c083210 | price_negotiation | error | 3 | null | llama3 | formal | conservative | conservative | 0.7 | 0.7 | medium | medium |
24096671-f02a-48f8-9943-f2f9fc4e6424 | price_negotiation | agreement | 3 | 120 | llama3 | formal | conservative | conservative | 0.7 | 0.7 | medium | medium |
1b985d38-1911-4fd8-a76e-9d78dec94e1e | price_negotiation | timeout | 10 | null | mistral | formal | adaptive | adaptive | 0.7 | 0.7 | medium | medium |
a5c8bd79-4133-44f2-9e7a-e1f2e2c95ef3 | price_negotiation | error | 4 | null | mistral | formal | adaptive | adaptive | 0.7 | 0.7 | medium | medium |
a488671a-8bdd-4987-b4af-f72ce09799f6 | price_negotiation | error | 4 | null | mistral | formal | adaptive | adaptive | 0.7 | 0.7 | medium | medium |
0458002b-5658-4013-8672-c0ab8f125c9c | price_negotiation | timeout | 10 | null | mistral | formal | adaptive | adaptive | 0.7 | 0.7 | medium | medium |
4e71d20c-04d1-418d-b38a-2e00579f8b70 | price_negotiation | timeout | 10 | null | mistral | formal | adaptive | adaptive | 0.7 | 0.7 | medium | medium |
14d3abc9-eb8e-4232-94ff-4b9a88fb2f01 | price_negotiation | agreement | 5 | 115.2 | llama3 | formal | adaptive | adaptive | 0.7 | 0.7 | medium | medium |
0fb6cd3c-6999-414a-862e-0e697b66d8d5 | price_negotiation | agreement | 10 | 116 | llama3 | formal | adaptive | adaptive | 0.7 | 0.7 | medium | medium |
3aed2b3a-1491-44df-831f-5050f88c982c | price_negotiation | agreement | 9 | 117 | llama3 | formal | adaptive | adaptive | 0.7 | 0.7 | medium | medium |
8c5692c1-0a83-4eb6-bc27-3ff8ce40eab9 | price_negotiation | agreement | 10 | 129 | llama3 | formal | adaptive | adaptive | 0.7 | 0.7 | medium | medium |
b31fc5d3-21ce-4ce3-bb0f-5aba55b302a4 | price_negotiation | agreement | 7 | 124 | llama3 | formal | adaptive | adaptive | 0.7 | 0.7 | medium | medium |
347010aa-f73a-4a29-aee2-ac23f2c3c5ac | multi_vendor | error | 5 | null | mistral | formal | aggressive | null | 0.7 | 0.7 | medium | medium |
b0ffb2ec-9697-4e58-8e8e-1f70060a07e6 | multi_vendor | timeout | 10 | null | mistral | formal | aggressive | null | 0.7 | 0.7 | medium | medium |
f7794352-b098-4daf-bf01-d76cf014f033 | multi_vendor | timeout | 10 | null | mistral | formal | aggressive | null | 0.7 | 0.7 | medium | medium |
be8a6d14-e66f-4143-a87a-b16f28f47a9b | multi_vendor | timeout | 10 | null | mistral | formal | aggressive | null | 0.7 | 0.7 | medium | medium |
e37f6879-787a-4c45-a581-35d660a7e5cb | multi_vendor | error | 5 | null | mistral | formal | aggressive | null | 0.7 | 0.7 | medium | medium |
d08d67e6-a2b5-4698-8cab-f0ba446f6ee4 | multi_vendor | failure | 5 | null | llama3 | formal | aggressive | null | 0.7 | 0.7 | medium | medium |
776e3eaf-e2b0-4449-9d6e-0fa43817bdca | multi_vendor | failure | 5 | null | llama3 | formal | aggressive | null | 0.7 | 0.7 | medium | medium |
2fd0533e-57b2-43a6-804c-bb343fcf1004 | multi_vendor | failure | 5 | null | llama3 | formal | aggressive | null | 0.7 | 0.7 | medium | medium |
657038e2-3be3-4880-b0e8-b59c3cae7253 | multi_vendor | failure | 5 | null | llama3 | formal | aggressive | null | 0.7 | 0.7 | medium | medium |
26ab5da1-12ae-4e92-ac66-77fb008ec4a5 | multi_vendor | failure | 5 | null | llama3 | formal | aggressive | null | 0.7 | 0.7 | medium | medium |
f76fdbfe-4d5e-4cde-b164-7dd1934fad34 | multi_vendor | timeout | 10 | null | mistral | formal | balanced | null | 0.7 | 0.7 | medium | medium |
1bc53350-493e-415f-acf2-6e0d58183d32 | multi_vendor | timeout | 10 | null | mistral | formal | balanced | null | 0.7 | 0.7 | medium | medium |
0f8485ec-bf43-4fe0-a58a-11628ca76ab8 | multi_vendor | timeout | 10 | null | mistral | formal | balanced | null | 0.7 | 0.7 | medium | medium |
ea1e5215-0fee-4c3d-bf4d-849f037686d0 | multi_vendor | timeout | 10 | null | mistral | formal | balanced | null | 0.7 | 0.7 | medium | medium |
9e3bce57-1d16-428d-9947-5f8db6e334b3 | multi_vendor | timeout | 10 | null | mistral | formal | balanced | null | 0.7 | 0.7 | medium | medium |
3c3c6ad0-a4f3-4796-ac81-c9ed952bdffc | multi_vendor | agreement | 10 | 2,013.75 | llama3 | formal | balanced | null | 0.7 | 0.7 | medium | medium |
6a8be7b5-6f2a-44b5-9ac4-08936f9f4ea5 | multi_vendor | agreement | 6 | 1,005 | llama3 | formal | balanced | null | 0.7 | 0.7 | medium | medium |
e579248a-af95-4835-b2db-d893a5e0e2ae | multi_vendor | agreement | 5 | 980 | llama3 | formal | balanced | null | 0.7 | 0.7 | medium | medium |
03bd58a3-998a-4460-aa19-e2b7f2eae869 | multi_vendor | agreement | 5 | 915 | llama3 | formal | balanced | null | 0.7 | 0.7 | medium | medium |
e4e3ffbb-a76e-484d-97ce-fb7422936503 | multi_vendor | agreement | 5 | 915 | llama3 | formal | balanced | null | 0.7 | 0.7 | medium | medium |
df38e80d-f847-4da5-a8b8-cd20175abd6d | multi_vendor | timeout | 10 | null | mistral | formal | conservative | null | 0.7 | 0.7 | medium | medium |
ce5211da-158b-4e87-9562-7664730615e8 | multi_vendor | timeout | 10 | null | mistral | formal | conservative | null | 0.7 | 0.7 | medium | medium |
61aaeab5-10f5-46ba-82f1-962fa0c1afc9 | multi_vendor | timeout | 10 | null | mistral | formal | conservative | null | 0.7 | 0.7 | medium | medium |
6395607f-5359-4a78-8aa3-8edf0a907253 | multi_vendor | timeout | 10 | null | mistral | formal | conservative | null | 0.7 | 0.7 | medium | medium |
f376fe8b-d71a-4ba6-815d-b5556be94dea | multi_vendor | timeout | 10 | null | mistral | formal | conservative | null | 0.7 | 0.7 | medium | medium |
0acdc533-f12a-478b-af81-b78a9620927d | multi_vendor | agreement | 3 | 910 | llama3 | formal | conservative | null | 0.7 | 0.7 | medium | medium |
afa8129f-4ed8-4ad7-be23-5bdff6eaf18a | multi_vendor | agreement | 3 | 975 | llama3 | formal | conservative | null | 0.7 | 0.7 | medium | medium |
326f0546-ea11-4976-ad81-4ed922952c46 | multi_vendor | agreement | 4 | 975 | llama3 | formal | conservative | null | 0.7 | 0.7 | medium | medium |
2e061499-38d5-465e-b8df-085277627ff9 | multi_vendor | agreement | 4 | 975 | llama3 | formal | conservative | null | 0.7 | 0.7 | medium | medium |
c3c1b160-7490-4c2a-a167-59b9ce034060 | multi_vendor | error | 3 | null | llama3 | formal | conservative | null | 0.7 | 0.7 | medium | medium |
74be1201-aa63-4879-b5d1-18a1f90e24d3 | multi_vendor | timeout | 10 | null | mistral | formal | adaptive | null | 0.7 | 0.7 | medium | medium |
95bb039b-4265-4713-ad4f-6a453e30782d | multi_vendor | timeout | 10 | null | mistral | formal | adaptive | null | 0.7 | 0.7 | medium | medium |
1677664a-a632-4102-8d42-5507e4f9dd97 | multi_vendor | timeout | 10 | null | mistral | formal | adaptive | null | 0.7 | 0.7 | medium | medium |
440a5722-1d49-4e69-8039-5215c1d2987b | multi_vendor | timeout | 10 | null | mistral | formal | adaptive | null | 0.7 | 0.7 | medium | medium |
2832dbf5-267e-4411-bcda-552e1907db9f | multi_vendor | timeout | 10 | null | mistral | formal | adaptive | null | 0.7 | 0.7 | medium | medium |
65d335d8-1ba3-49d3-ae15-8d941c8c038a | multi_vendor | agreement | 8 | 951.49 | llama3 | formal | adaptive | null | 0.7 | 0.7 | medium | medium |
cf2f2001-6ab3-434b-8456-1ce087995bb3 | multi_vendor | agreement | 6 | 951 | llama3 | formal | adaptive | null | 0.7 | 0.7 | medium | medium |
fbe9ec40-2701-4658-a3d6-efd30f31a0d2 | multi_vendor | agreement | 7 | 933 | llama3 | formal | adaptive | null | 0.7 | 0.7 | medium | medium |
ee037c04-98e7-40cd-95c1-c178b93222fa | multi_vendor | agreement | 5 | 954.3 | llama3 | formal | adaptive | null | 0.7 | 0.7 | medium | medium |
605e42bc-886b-4d65-b1c6-bbd35298e0f8 | multi_vendor | agreement | 4 | 4,945 | llama3 | formal | adaptive | null | 0.7 | 0.7 | medium | medium |
8cf350a6-29fc-4383-8f76-fd554289a11a | price_negotiation | failure | 5 | null | mistral | formal | aggressive | aggressive | 0.7 | 0.7 | medium | medium |
4baac410-d72e-4361-a741-47542174fba9 | price_negotiation | failure | 4 | null | mistral | formal | aggressive | aggressive | 0.7 | 0.7 | medium | medium |
a9c63056-5eb0-4eec-af15-5f1dd7eb92a4 | price_negotiation | error | 2 | null | mistral | formal | aggressive | aggressive | 0.7 | 0.7 | medium | medium |
41459723-7698-4290-adb0-fc7417b1eb6b | price_negotiation | error | 10 | null | mistral | formal | aggressive | aggressive | 0.7 | 0.7 | medium | medium |
455c7692-88d5-4976-b63e-1b28d87e5488 | price_negotiation | error | 7 | null | mistral | formal | aggressive | aggressive | 0.7 | 0.7 | medium | medium |
fcc7b01c-4222-49e1-8883-63fb744fcaf3 | price_negotiation | failure | 4 | null | llama3 | formal | aggressive | aggressive | 0.7 | 0.7 | medium | medium |
e32e314f-de8c-405a-a0ec-a73cf11efc32 | price_negotiation | error | 4 | null | llama3 | formal | aggressive | aggressive | 0.7 | 0.7 | medium | medium |
678754bd-ddf2-4b56-96b6-e3b7ac4ad8d5 | price_negotiation | failure | 5 | null | llama3 | formal | aggressive | aggressive | 0.7 | 0.7 | medium | medium |
311ef822-9023-4352-8067-84e95418a1d8 | price_negotiation | failure | 4 | null | llama3 | formal | aggressive | aggressive | 0.7 | 0.7 | medium | medium |
f5862bec-f98d-4275-8216-98c1c0d4824c | price_negotiation | error | 4 | null | llama3 | formal | aggressive | aggressive | 0.7 | 0.7 | medium | medium |
099dc2b7-007e-43e4-ad15-c50d0befec54 | price_negotiation | timeout | 10 | null | mistral | formal | balanced | balanced | 0.7 | 0.7 | medium | medium |
acb91bf9-ac77-4678-8cb3-4531e0dceab4 | price_negotiation | timeout | 10 | null | mistral | formal | balanced | balanced | 0.7 | 0.7 | medium | medium |
e9dba8e0-0fc6-4aac-84c9-bff76da17e2f | price_negotiation | timeout | 10 | null | mistral | formal | balanced | balanced | 0.7 | 0.7 | medium | medium |
c323f620-7093-48a4-8f2d-4776ff4c7a1e | price_negotiation | timeout | 10 | null | mistral | formal | balanced | balanced | 0.7 | 0.7 | medium | medium |
b4abc39e-4e7c-411e-b326-72406bdaec24 | price_negotiation | timeout | 10 | null | mistral | formal | balanced | balanced | 0.7 | 0.7 | medium | medium |
30308c09-071b-4fe9-b5e8-19f7cd1a81a5 | price_negotiation | error | 5 | null | llama3 | formal | balanced | balanced | 0.7 | 0.7 | medium | medium |
12be06dd-d70c-4243-afb0-bccf866e09db | price_negotiation | agreement | 7 | 124 | llama3 | formal | balanced | balanced | 0.7 | 0.7 | medium | medium |
8c649bb9-5434-42b9-9884-757d3f1349a3 | price_negotiation | timeout | 10 | null | llama3 | formal | balanced | balanced | 0.7 | 0.7 | medium | medium |
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in Data Studio
Agent Sandbox Negotiation Benchmark v1
Overview
A dataset of simulated multi-agent negotiations generated using the open-source Agent Sandbox framework.
This dataset captures the final negotiation outcomes, turn depths, strategy alignments, and agreed prices of local LLMs (Llama-3 and Mistral) engaged in intense, adversarial price negotiations at massive scale.
Dataset Statistics
- Simulations: 24,122
- Strategies: 4 (Balanced, Aggressive, Conservative, Adaptive)
- Scenarios: 3
Task
Multi-agent negotiation between autonomous AI agents. The agents act as Buyers and Sellers with hidden constraints (max/min prices) and dynamically output structured JSON decisions (Offer, Accept, Reject).
Features
simulation_id: Unique identifier for the negotiation thread.scenario: The active negotiation scenario type.status: The final outcome of the negotiation (agreement,failure,timeout,error).turns: Total number of back-and-forth steps before the negotiation terminated.final_price: The agreed-upon monetary value, ifstatusisagreement.model: The underlying LLM (e.g.,ollama:mistral,ollama:llama3).negotiation_style: The global behavioral tone of the negotiation.buyer_strategy/seller_strategy: The strategic profile (e.g.,aggressive,balanced) for each agent.buyer_temperature/seller_temperature: LLM sampling temperature.buyer_risk_level/seller_risk_level: The parametric risk tolerance constraints.
Use Cases
- Studying negotiation strategies and multi-agent dynamics.
- Analyzing local LLM failure modes (JSON formatting, reasoning loops, hallucinations).
- Training and fine-tuning robust negotiation agents.
- Evaluating multi-agent systems and economic protocols.
Generation Quality
Generated using the Agent Sandbox simulation engine. This environment is highly adversarial and strict. The high levels of failure, deadlocks, and multi-turn friction observed in this dataset makes it far more challenging (and realistic) than standard "happy path" LLM capability datasets.
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