diff --git a/benchmark_results/benchmark_results_20250418_132525.json b/benchmark_results/benchmark_results_20250418_132525.json
deleted file mode 100644
index fbaee18a..00000000
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diff --git a/benchmark_results/benchmark_results_20250418_132655.json b/benchmark_results/benchmark_results_20250418_132655.json
deleted file mode 100644
index 4120bc7a..00000000
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diff --git a/benchmark_results/benchmark_results_20250418_133031.json b/benchmark_results/benchmark_results_20250418_133031.json
deleted file mode 100644
index f8397015..00000000
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diff --git a/benchmark_results/benchmark_results_20250418_133109.json b/benchmark_results/benchmark_results_20250418_133109.json
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index 84b2d948..00000000
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diff --git a/benchmark_results/benchmark_results_20250418_133308.json b/benchmark_results/benchmark_results_20250418_133308.json
deleted file mode 100644
index 6e1c1bb4..00000000
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- "system_metrics": [
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- "cpu_percent": 0.1,
- "memory_mb": 55.734375
- }
- ],
- "iterations": [
- {
- "iteration": 1,
- "execution_time": 25.3,
- "success": true,
- "system_metrics": {
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- "cpu_percent": 89.8,
- "memory_mb": 56.671875
- },
- "post": {
- "cpu_percent": 0.1,
- "memory_mb": 55.734375
- }
- }
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- ],
- "statistics": {
- "execution_time": {
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- "median": 25.3,
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- "max": 25.3
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- "memory_usage": {
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- "min": 55.734,
- "max": 55.734
- },
- "cpu_usage": {
- "mean": 0.1,
- "median": 0.1,
- "min": 0.1,
- "max": 0.1
- }
- }
- },
- "Evaluate the risk factors in emerging markets": {
- "execution_times": [
- 11.951775
- ],
- "system_metrics": [
- {
- "cpu_percent": 0.3,
- "memory_mb": 55.5625
- }
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- "iterations": [
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- "system_metrics": {
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- "memory_mb": 55.890625
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- }
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- }
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- "statistics": {
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- "cpu_usage": {
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- "median": 0.3,
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- }
- }
- }
- }
-}
\ No newline at end of file
diff --git a/benchmark_results/benchmark_results_20250418_133511.json b/benchmark_results/benchmark_results_20250418_133511.json
deleted file mode 100644
index 36ce2a72..00000000
--- a/benchmark_results/benchmark_results_20250418_133511.json
+++ /dev/null
@@ -1,252 +0,0 @@
-{
- "metadata": {
- "timestamp": "2025-04-18T13:34:14.487430",
- "num_iterations": 1,
- "agent_config": {
- "model_name": "gpt-4o-mini",
- "max_loops": 1
- }
- },
- "results": {
- "Conduct an analysis of the best real undervalued ETFs": {
- "execution_times": [
- 9.132072
- ],
- "system_metrics": [
- {
- "cpu_percent": 1.8,
- "memory_mb": 66.5
- }
- ],
- "iterations": [
- {
- "iteration": 1,
- "execution_time": 9.132,
- "success": true,
- "system_metrics": {
- "pre": {
- "cpu_percent": 0.0,
- "memory_mb": 229.375
- },
- "post": {
- "cpu_percent": 1.8,
- "memory_mb": 66.5
- }
- }
- }
- ],
- "statistics": {
- "execution_time": {
- "mean": 9.132,
- "median": 9.132,
- "min": 9.132,
- "max": 9.132
- },
- "memory_usage": {
- "mean": 66.5,
- "median": 66.5,
- "min": 66.5,
- "max": 66.5
- },
- "cpu_usage": {
- "mean": 1.8,
- "median": 1.8,
- "min": 1.8,
- "max": 1.8
- }
- }
- },
- "What are the top performing tech stocks this quarter?": {
- "execution_times": [
- 8.669393
- ],
- "system_metrics": [
- {
- "cpu_percent": 0.3,
- "memory_mb": 73.859375
- }
- ],
- "iterations": [
- {
- "iteration": 1,
- "execution_time": 8.669,
- "success": true,
- "system_metrics": {
- "pre": {
- "cpu_percent": 86.7,
- "memory_mb": 66.609375
- },
- "post": {
- "cpu_percent": 0.3,
- "memory_mb": 73.859375
- }
- }
- }
- ],
- "statistics": {
- "execution_time": {
- "mean": 8.669,
- "median": 8.669,
- "min": 8.669,
- "max": 8.669
- },
- "memory_usage": {
- "mean": 73.859,
- "median": 73.859,
- "min": 73.859,
- "max": 73.859
- },
- "cpu_usage": {
- "mean": 0.3,
- "median": 0.3,
- "min": 0.3,
- "max": 0.3
- }
- }
- },
- "Analyze current market trends in renewable energy sector": {
- "execution_times": [
- 10.922691
- ],
- "system_metrics": [
- {
- "cpu_percent": 0.4,
- "memory_mb": 55.6875
- }
- ],
- "iterations": [
- {
- "iteration": 1,
- "execution_time": 10.923,
- "success": true,
- "system_metrics": {
- "pre": {
- "cpu_percent": 108.3,
- "memory_mb": 73.859375
- },
- "post": {
- "cpu_percent": 0.4,
- "memory_mb": 55.6875
- }
- }
- }
- ],
- "statistics": {
- "execution_time": {
- "mean": 10.923,
- "median": 10.923,
- "min": 10.923,
- "max": 10.923
- },
- "memory_usage": {
- "mean": 55.688,
- "median": 55.688,
- "min": 55.688,
- "max": 55.688
- },
- "cpu_usage": {
- "mean": 0.4,
- "median": 0.4,
- "min": 0.4,
- "max": 0.4
- }
- }
- },
- "Compare Bitcoin and Ethereum investment potential": {
- "execution_times": [
- 13.72297
- ],
- "system_metrics": [
- {
- "cpu_percent": 0.3,
- "memory_mb": 55.671875
- }
- ],
- "iterations": [
- {
- "iteration": 1,
- "execution_time": 13.723,
- "success": true,
- "system_metrics": {
- "pre": {
- "cpu_percent": 87.7,
- "memory_mb": 55.828125
- },
- "post": {
- "cpu_percent": 0.3,
- "memory_mb": 55.671875
- }
- }
- }
- ],
- "statistics": {
- "execution_time": {
- "mean": 13.723,
- "median": 13.723,
- "min": 13.723,
- "max": 13.723
- },
- "memory_usage": {
- "mean": 55.672,
- "median": 55.672,
- "min": 55.672,
- "max": 55.672
- },
- "cpu_usage": {
- "mean": 0.3,
- "median": 0.3,
- "min": 0.3,
- "max": 0.3
- }
- }
- },
- "Evaluate the risk factors in emerging markets": {
- "execution_times": [
- 14.099555
- ],
- "system_metrics": [
- {
- "cpu_percent": 0.3,
- "memory_mb": 56.0
- }
- ],
- "iterations": [
- {
- "iteration": 1,
- "execution_time": 14.1,
- "success": true,
- "system_metrics": {
- "pre": {
- "cpu_percent": 61.7,
- "memory_mb": 55.8125
- },
- "post": {
- "cpu_percent": 0.3,
- "memory_mb": 56.0
- }
- }
- }
- ],
- "statistics": {
- "execution_time": {
- "mean": 14.1,
- "median": 14.1,
- "min": 14.1,
- "max": 14.1
- },
- "memory_usage": {
- "mean": 56.0,
- "median": 56.0,
- "min": 56.0,
- "max": 56.0
- },
- "cpu_usage": {
- "mean": 0.3,
- "median": 0.3,
- "min": 0.3,
- "max": 0.3
- }
- }
- }
- }
-}
\ No newline at end of file
diff --git a/docs/mkdocs.yml b/docs/mkdocs.yml
index 14382b49..84c20fe0 100644
--- a/docs/mkdocs.yml
+++ b/docs/mkdocs.yml
@@ -370,6 +370,9 @@ nav:
- Overview: "swarms_rs/overview.md"
- Agents: "swarms_rs/agents.md"
+ - Governance:
+ - Tokenomics: "web3/token.md"
+
# - Prompts API:
# - Add Prompts: "swarms_platform/prompts/add_prompt.md"
diff --git a/docs/web3/token.md b/docs/web3/token.md
new file mode 100644
index 00000000..3e6d3e4e
--- /dev/null
+++ b/docs/web3/token.md
@@ -0,0 +1,108 @@
+# $swarms Tokenomics
+
+::: info
+**Empowering the Agentic Revolution**
+Token Contract Address: `74SBV4zDXxTRgv1pEMoECskKBkZHc2yGPnc7GYVepump`
+:::
+
+<p align="center">
+ <strong>$swarms is available on:</strong><br>
+ <a href="https://pump.fun">Pump.fun</a> · <a href="https://kraken.com">Kraken</a> · <a href="https://bitget.com">Bitget</a> · <a href="https://binance.com">Binance</a> · <a href="https://okx.com">OKX</a> · and more
+</p>
+
+---
+
+## 📦 Overview
+
+- **Token Name:** Swarms Coin
+- **Ticker:** `$swarms`
+- **Blockchain:** Solana
+- **Utility:**
+ - Powering decentralized AI agents
+ - Incentive mechanism for developers and contributors
+ - Backbone of the Swarms ecosystem
+
+---
+
+## 📊 Token Distribution
+
+| Allocation | Percentage | Purpose |
+|-----------------|------------|-----------------------------------------------|
+| 🧠 **Team** | `3%` | Operational resources, development, long-term sustainability |
+| 🌍 **Public Sale** | `97%` | Community-owned, distributed through DEXs and CEXs |
+
+> 🧾 Originally, the team received only **2%**, one of the lowest allocations in DAO history.
+
+---
+
+## 📣 A Message from the Team
+
+!!! quote
+ When we launched $swarms, we believed in radical decentralization.
+ Our team took only **2%** of the total supply — one of the smallest team allocations ever.
+ But this came at a cost.
+
+We underestimated how extreme decentralization can open doors for:
+- **Market manipulation**
+- **Exchange dominance**
+- **Unsustainable development funding**
+
+---
+
+## ⚖️ Our Proposed Solution
+
+We believe in the community — and in **responsible decentralization**. Through **DAO governance**, we propose the following:
+
+=== "Governance Proposals"
+- 📈 **Increase team allocation to 10%**
+ To ensure sustainable growth, development, and community engagement.
+- 🌱 **Launch a Grants Program**
+ Fuel innovation through Swarms-based agentic projects.
+- 🛡 **Fight Market Manipulation**
+ Leverage community voting + on-chain tools to create defense mechanisms.
+- 🤝 **Strengthen Community Dev Initiatives**
+ Enable contributors through better tools and incentives.
+
+---
+
+## 🚀 Ecosystem Growth Plans
+
+- **Developer Bounties** via DAO
+- **Agent SDKs** and AI node infrastructure
+- **Liquidity Incentives** to support token utility
+- **Cross-chain compatibility** in future phases
+
+---
+
+## 📬 Call to Action
+
+[](https://dao.swarms.world)
+[](https://investors.swarms.world)
+
+> Secure the future of Swarms DAO with your voice.
+
+---
+
+## 📘 Summary
+
+| Key Metric | Value |
+|------------------------|--------------|
+| New Proposed Team Allocation | **10%** |
+| Public & Ecosystem | **90%** |
+| Governance | Community-led |
+| Blockchain | Solana |
+| Project Focus | Agentic AI, Decentralized Infrastructure |
+
+---
+
+## 🌐 Links
+
+- [DAO Governance Portal][dao]
+- [Investor Information][investors]
+- [Official Website][site]
+- [Discord Community][discord]
+
+[dao]: https://dao.swarms.world/
+[investors]: https://investors.swarms.world/
+[site]: https://swarms.world/
+[discord]: https://discord.gg/swarms
diff --git a/pyproject.toml b/pyproject.toml
index 56960caa..b0e8f831 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -5,7 +5,7 @@ build-backend = "poetry.core.masonry.api"
[tool.poetry]
name = "swarms"
-version = "7.7.1"
+version = "7.7.2"
description = "Swarms - TGSC"
license = "MIT"
authors = ["Kye Gomez <kye@apac.ai>"]
diff --git a/agent_exec_benchmark.py b/tests/agent_exec_benchmark.py
similarity index 100%
rename from agent_exec_benchmark.py
rename to tests/agent_exec_benchmark.py