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Correctness Has a Price: We Benchmarked Fair Leaderboards

Engineering posts often end with: The new design is correct, scalable, and fast. Fast compared with what? When we changed Podium so tied players rank …

performanceredisgobenchmarking
Dev.to Jul 31, 2026, 06:44 UTC
EN

Benchmarking Apple's SpeechAnalyzer API vs. Whisper: Performance, Accuracy, and Use Cases

Originally published on tamiz.pro . Introduction With voice interfaces becoming ubiquitous in applications from virtual assistants to transcription se…

aibenchmarkingapplespeechanalyzer
Dev.to Jul 14, 2026, 00:00 UTC
EN

Google Said It Had Native Function Calling. I Tested It.

Google released Gemma 4 E4B with a specific claim: native function calling. "Enhanced coding and agentic capabilities," the model card said. "Native f…

aiagentslocalaibenchmarking
Dev.to May 17, 2026, 02:55 UTC
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Why I spun my benchmark into its own repo (and why every dev tool with a benchmark should)

This week I shipped a benchmark for code-intelligence MCP servers and posted the results — including the cases where my own tool lost. Within 36 hours…

opensourcebenchmarkingdevtoolsai
Dev.to May 5, 2026, 19:46 UTC

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