{ "schema_version": "1.0.0", "title": "Bounded minimum-formula experiment", "status": "research_only_not_lookup_accuracy", "rights": "This catalog combines cited factual measurements. TechFuelHQ first-party rows are CC BY 4.0; third-party measurements retain their source rights and are not relicensed as CC BY.", "explanation": "These 72 observed errors test a pre-specified minimum formula inside the TechSpot two-CPU/four-GPU grid. They are not an error band or confidence claim for the exact lookup, unsupported tuples, other providers, or other scenes.", "summary": { "schema_version": "1.0.0", "status": "research_validation_only", "adoption_decision": "not_made", "input": { "provider": "TechSpot", "source_file": "source-data/techspot-3017-grid.csv", "source_file_sha256": "6379088ac48c0d7ce6ed619361a11376d7934303fdf2f726de2b9c54761ffe7b", "charts": 24, "source_rows": 192, "frame_generation_state": "not_explicitly_documented_in_source", "ray_tracing_state": "not_explicitly_documented_in_source", "scenario_identity": "provider + chart_id + game + resolution + preset + test_scene" }, "pre_specified_method": { "formula": "prediction = min(7600X+RTX5090 CPU anchor, 9800X3D+target-GPU anchor)", "applied_separately_to": [ "average_fps", "low_1pct_fps" ], "target_cpu": "Ryzen 5 7600X", "cpu_anchor_gpu": "GeForce RTX 5090", "gpu_anchor_cpu": "Ryzen 7 9800X3D", "target_gpus": [ "GeForce RTX 5080", "Radeon RX 9070", "Radeon RX 9060 XT 16GB" ], "target_cell_excluded_from_both_anchors": true, "predictions_per_chart": 3, "prediction_count": 72, "calibration_fitted_on_holdouts": false, "error_band_fitted_on_holdouts": false }, "product_boundary": { "all_72_target_tuples_have_exact_measured_rows": true, "research_does_not_replace_exact_lookup": true, "unsupported_combinations_validated": false, "provider_and_scenario_separation_required": true }, "canonical_contract": { "numeric_acceptance_threshold": null, "note": "K04 requires a held-out back-test table but specifies no numeric pass/fail criterion. The 10%, 15%, and 20% rates below are descriptive." }, "metric_conventions": { "signed_relative_error": "(prediction - actual) / actual; positive means overprediction", "absolute_relative_error": "absolute value of signed relative error", "p90": "nearest-rank percentile", "within_threshold": "inclusive: absolute relative error <= threshold" }, "overall": { "average_fps": { "count": 72, "signed_relative_error": { "mean": 0.000630755802, "median": 0, "p10_nearest_rank": 0, "p90_nearest_rank": 0.015384615385, "min": -0.104417670683, "max": 0.036111111111 }, "absolute_relative_error": { "mean": 0.00796782158, "median": 0, "p90_nearest_rank": 0.024390243902, "max": 0.104417670683, "within_10_percent": { "count": 71, "rate": 0.986111111111 }, "within_15_percent": { "count": 72, "rate": 1 }, "within_20_percent": { "count": 72, "rate": 1 } } }, "low_1pct_fps": { "count": 72, "signed_relative_error": { "mean": 0.006470327252, "median": 0, "p10_nearest_rank": -0.010101010101, "p90_nearest_rank": 0.024193548387, "min": -0.061728395062, "max": 0.170731707317 }, "absolute_relative_error": { "mean": 0.013565094151, "median": 0.005973505745, "p90_nearest_rank": 0.030150753769, "max": 0.170731707317, "within_10_percent": { "count": 71, "rate": 0.986111111111 }, "within_15_percent": { "count": 71, "rate": 0.986111111111 }, "within_20_percent": { "count": 72, "rate": 1 } } } }, "by_game": { "Kingdom Come: Deliverance II": { "average_fps": { "count": 18, "signed_relative_error": { "mean": 0.000700347088, "median": 0, "p10_nearest_rank": 0, "p90_nearest_rank": 0.014354066986, "min": -0.038910505837, "max": 0.015625 }, "absolute_relative_error": { "mean": 0.005023736626, "median": 0, "p90_nearest_rank": 0.015625, "max": 0.038910505837, "within_10_percent": { "count": 18, "rate": 1 }, "within_15_percent": { "count": 18, "rate": 1 }, "within_20_percent": { "count": 18, "rate": 1 } } }, "low_1pct_fps": { "count": 18, "signed_relative_error": { "mean": 0.017713600555, "median": 0, "p10_nearest_rank": 0, "p90_nearest_rank": 0.091603053435, "min": 0, "max": 0.170731707317 }, "absolute_relative_error": { "mean": 0.017713600555, "median": 0, "p90_nearest_rank": 0.091603053435, "max": 0.170731707317, "within_10_percent": { "count": 17, "rate": 0.944444444444 }, "within_15_percent": { "count": 17, "rate": 0.944444444444 }, "within_20_percent": { "count": 18, "rate": 1 } } } }, "Marvel Rivals": { "average_fps": { "count": 18, "signed_relative_error": { "mean": 0.003579622578, "median": 0, "p10_nearest_rank": 0, "p90_nearest_rank": 0.018072289157, "min": 0, "max": 0.029411764706 }, "absolute_relative_error": { "mean": 0.003579622578, "median": 0, "p90_nearest_rank": 0.018072289157, "max": 0.029411764706, "within_10_percent": { "count": 18, "rate": 1 }, "within_15_percent": { "count": 18, "rate": 1 }, "within_20_percent": { "count": 18, "rate": 1 } } }, "low_1pct_fps": { "count": 18, "signed_relative_error": { "mean": 0.005816758192, "median": 0, "p10_nearest_rank": 0, "p90_nearest_rank": 0.022556390977, "min": 0, "max": 0.024193548387 }, "absolute_relative_error": { "mean": 0.005816758192, "median": 0, "p90_nearest_rank": 0.022556390977, "max": 0.024193548387, "within_10_percent": { "count": 18, "rate": 1 }, "within_15_percent": { "count": 18, "rate": 1 }, "within_20_percent": { "count": 18, "rate": 1 } } } }, "Rainbow Six Siege X": { "average_fps": { "count": 18, "signed_relative_error": { "mean": 0.001641030728, "median": 0.005725863284, "p10_nearest_rank": -0.013274336283, "p90_nearest_rank": 0.02729528536, "min": -0.104417670683, "max": 0.036111111111 }, "absolute_relative_error": { "mean": 0.014717920391, "median": 0.009142180755, "p90_nearest_rank": 0.036111111111, "max": 0.104417670683, "within_10_percent": { "count": 17, "rate": 0.944444444444 }, "within_15_percent": { "count": 18, "rate": 1 }, "within_20_percent": { "count": 18, "rate": 1 } } }, "low_1pct_fps": { "count": 18, "signed_relative_error": { "mean": 0.008060201678, "median": 0.010530983261, "p10_nearest_rank": -0.010101010101, "p90_nearest_rank": 0.03, "min": -0.046228710462, "max": 0.034351145038 }, "absolute_relative_error": { "mean": 0.014319059518, "median": 0.010811126695, "p90_nearest_rank": 0.034351145038, "max": 0.046228710462, "within_10_percent": { "count": 18, "rate": 1 }, "within_15_percent": { "count": 18, "rate": 1 }, "within_20_percent": { "count": 18, "rate": 1 } } } }, "Warhammer 40,000: Space Marine 2": { "average_fps": { "count": 18, "signed_relative_error": { "mean": -0.003397977185, "median": 0, "p10_nearest_rank": -0.032258064516, "p90_nearest_rank": 0.010989010989, "min": -0.032258064516, "max": 0.024390243902 }, "absolute_relative_error": { "mean": 0.008550006727, "median": 0, "p90_nearest_rank": 0.032258064516, "max": 0.032258064516, "within_10_percent": { "count": 18, "rate": 1 }, "within_15_percent": { "count": 18, "rate": 1 }, "within_20_percent": { "count": 18, "rate": 1 } } }, "low_1pct_fps": { "count": 18, "signed_relative_error": { "mean": -0.005709251418, "median": 0, "p10_nearest_rank": -0.0375, "p90_nearest_rank": 0.025974025974, "min": -0.061728395062, "max": 0.028571428571 }, "absolute_relative_error": { "mean": 0.016410958337, "median": 0.013072453862, "p90_nearest_rank": 0.0375, "max": 0.061728395062, "within_10_percent": { "count": 18, "rate": 1 }, "within_15_percent": { "count": 18, "rate": 1 }, "within_20_percent": { "count": 18, "rate": 1 } } } } }, "by_resolution": { "1920x1080": { "average_fps": { "count": 24, "signed_relative_error": { "mean": -0.001605556311, "median": 0.001666666667, "p10_nearest_rank": -0.032258064516, "p90_nearest_rank": 0.018072289157, "min": -0.104417670683, "max": 0.036111111111 }, "absolute_relative_error": { "mean": 0.015905874777, "median": 0.009985523459, "p90_nearest_rank": 0.036111111111, "max": 0.104417670683, "within_10_percent": { "count": 23, "rate": 0.958333333333 }, "within_15_percent": { "count": 24, "rate": 1 }, "within_20_percent": { "count": 24, "rate": 1 } } }, "low_1pct_fps": { "count": 24, "signed_relative_error": { "mean": 0.004560057916, "median": 0.002617801047, "p10_nearest_rank": -0.037037037037, "p90_nearest_rank": 0.030150753769, "min": -0.046228710462, "max": 0.091603053435 }, "absolute_relative_error": { "mean": 0.019658659024, "median": 0.013931888545, "p90_nearest_rank": 0.0375, "max": 0.091603053435, "within_10_percent": { "count": 24, "rate": 1 }, "within_15_percent": { "count": 24, "rate": 1 }, "within_20_percent": { "count": 24, "rate": 1 } } } }, "2560x1440": { "average_fps": { "count": 24, "signed_relative_error": { "mean": 0.001326669473, "median": 0, "p10_nearest_rank": 0, "p90_nearest_rank": 0.015384615385, "min": -0.032258064516, "max": 0.02729528536 }, "absolute_relative_error": { "mean": 0.005826435719, "median": 0, "p90_nearest_rank": 0.021739130435, "max": 0.032258064516, "within_10_percent": { "count": 24, "rate": 1 }, "within_15_percent": { "count": 24, "rate": 1 }, "within_20_percent": { "count": 24, "rate": 1 } } }, "low_1pct_fps": { "count": 24, "signed_relative_error": { "mean": 0.00932793548, "median": 0, "p10_nearest_rank": 0, "p90_nearest_rank": 0.018461538462, "min": -0.061728395062, "max": 0.170731707317 }, "absolute_relative_error": { "mean": 0.015513635068, "median": 0.007912561576, "p90_nearest_rank": 0.025974025974, "max": 0.170731707317, "within_10_percent": { "count": 23, "rate": 0.958333333333 }, "within_15_percent": { "count": 23, "rate": 0.958333333333 }, "within_20_percent": { "count": 24, "rate": 1 } } } }, "3840x2160": { "average_fps": { "count": 24, "signed_relative_error": { "mean": 0.002171154245, "median": 0, "p10_nearest_rank": 0, "p90_nearest_rank": 0.009615384615, "min": 0, "max": 0.024390243902 }, "absolute_relative_error": { "mean": 0.002171154245, "median": 0, "p90_nearest_rank": 0.009615384615, "max": 0.024390243902, "within_10_percent": { "count": 24, "rate": 1 }, "within_15_percent": { "count": 24, "rate": 1 }, "within_20_percent": { "count": 24, "rate": 1 } } }, "low_1pct_fps": { "count": 24, "signed_relative_error": { "mean": 0.005522988359, "median": 0, "p10_nearest_rank": 0, "p90_nearest_rank": 0.022727272727, "min": 0, "max": 0.03 }, "absolute_relative_error": { "mean": 0.005522988359, "median": 0, "p90_nearest_rank": 0.022727272727, "max": 0.03, "within_10_percent": { "count": 24, "rate": 1 }, "within_15_percent": { "count": 24, "rate": 1 }, "within_20_percent": { "count": 24, "rate": 1 } } } } }, "by_gpu": { "GeForce RTX 5080": { "average_fps": { "count": 24, "signed_relative_error": { "mean": 0.005849189333, "median": 0, "p10_nearest_rank": 0, "p90_nearest_rank": 0.02729528536, "min": -0.038910505837, "max": 0.036111111111 }, "absolute_relative_error": { "mean": 0.010197926177, "median": 0.004931996472, "p90_nearest_rank": 0.029411764706, "max": 0.038910505837, "within_10_percent": { "count": 24, "rate": 1 }, "within_15_percent": { "count": 24, "rate": 1 }, "within_20_percent": { "count": 24, "rate": 1 } } }, "low_1pct_fps": { "count": 24, "signed_relative_error": { "mean": 0.023119692895, "median": 0.013523391813, "p10_nearest_rank": 0, "p90_nearest_rank": 0.034351145038, "min": -0.010101010101, "max": 0.170731707317 }, "absolute_relative_error": { "mean": 0.023961443736, "median": 0.013523391813, "p90_nearest_rank": 0.034351145038, "max": 0.170731707317, "within_10_percent": { "count": 23, "rate": 0.958333333333 }, "within_15_percent": { "count": 23, "rate": 0.958333333333 }, "within_20_percent": { "count": 24, "rate": 1 } } } }, "Radeon RX 9060 XT 16GB": { "average_fps": { "count": 24, "signed_relative_error": { "mean": 0.002561255195, "median": 0, "p10_nearest_rank": 0, "p90_nearest_rank": 0.009615384615, "min": 0, "max": 0.015228426396 }, "absolute_relative_error": { "mean": 0.002561255195, "median": 0, "p90_nearest_rank": 0.009615384615, "max": 0.015228426396, "within_10_percent": { "count": 24, "rate": 1 }, "within_15_percent": { "count": 24, "rate": 1 }, "within_20_percent": { "count": 24, "rate": 1 } } }, "low_1pct_fps": { "count": 24, "signed_relative_error": { "mean": 0.00064376509, "median": 0, "p10_nearest_rank": 0, "p90_nearest_rank": 0.010869565217, "min": -0.025316455696, "max": 0.022727272727 }, "absolute_relative_error": { "mean": 0.004836803065, "median": 0, "p90_nearest_rank": 0.022727272727, "max": 0.025316455696, "within_10_percent": { "count": 24, "rate": 1 }, "within_15_percent": { "count": 24, "rate": 1 }, "within_20_percent": { "count": 24, "rate": 1 } } } }, "Radeon RX 9070": { "average_fps": { "count": 24, "signed_relative_error": { "mean": -0.006518177122, "median": 0, "p10_nearest_rank": -0.032258064516, "p90_nearest_rank": 0.010526315789, "min": -0.104417670683, "max": 0.018072289157 }, "absolute_relative_error": { "mean": 0.01114428337, "median": 0, "p90_nearest_rank": 0.032258064516, "max": 0.104417670683, "within_10_percent": { "count": 23, "rate": 0.958333333333 }, "within_15_percent": { "count": 24, "rate": 1 }, "within_20_percent": { "count": 24, "rate": 1 } } }, "low_1pct_fps": { "count": 24, "signed_relative_error": { "mean": -0.00435247623, "median": 0, "p10_nearest_rank": -0.0375, "p90_nearest_rank": 0.013888888889, "min": -0.061728395062, "max": 0.024193548387 }, "absolute_relative_error": { "mean": 0.01189703565, "median": 0.002617801047, "p90_nearest_rank": 0.0375, "max": 0.061728395062, "within_10_percent": { "count": 24, "rate": 1 }, "within_15_percent": { "count": 24, "rate": 1 }, "within_20_percent": { "count": 24, "rate": 1 } } } } }, "limits": [ "One provider and one benchmark run family.", "Only two CPUs; the CPU anchor is the target Ryzen 5 7600X paired with an RTX 5090.", "Only four games, three resolutions, two source-defined presets, and three held-out target GPUs.", "Frame-generation state is not explicitly documented by the source.", "Ray-tracing state is not explicitly documented by the source.", "The same 72 holdouts are summarized, not used to fit calibration or an error band.", "Every evaluated target already has an exact measured row; this experiment does not justify replacing exact lookup with an estimate.", "Results do not establish performance for other games, CPUs, GPUs, settings, scenes, or providers." ] }, "rows": [ { "provider": "TechSpot", "source_article_url": "https://www.techspot.com/review/3017-ryzen-9800x3d-vs-7600x-cpu-scaling/", "chart_id": "KCD-1M", "chart_url": "https://www.techspot.com/articles-info/3017/bench/KCD-1M.png", "chart_sha256": "4ebe28a583eda105a11834375b4170a8cf7a5d3832ce300d67b3074e76458500", "game": "Kingdom Come: Deliverance II", "resolution": "1920x1080", "preset": "Medium Quality", "test_scene": "Benchmark scene not identified in this source article.", "frame_generation_state": "not_explicitly_documented_in_source", "ray_tracing_state": "not_explicitly_documented_in_source", "target_key": "KCD-1M|Ryzen 5 7600X|GeForce RTX 5080", "target_cpu": "Ryzen 5 7600X", "target_gpu": "GeForce RTX 5080", "cpu_anchor_key": "KCD-1M|Ryzen 5 7600X|GeForce RTX 5090", "cpu_anchor_cpu": "Ryzen 5 7600X", "cpu_anchor_gpu": "GeForce RTX 5090", "gpu_anchor_key": "KCD-1M|Ryzen 7 9800X3D|GeForce RTX 5080", "gpu_anchor_cpu": "Ryzen 7 9800X3D", "gpu_anchor_gpu": "GeForce RTX 5080", "anchor_keys_exclude_target": true, "avg_cpu_anchor_fps": 247, "avg_gpu_anchor_fps": 286, "avg_prediction_fps": 247, "avg_actual_fps": 257, "avg_signed_error_fps": -10, "avg_signed_relative_error": -0.038910505836575876, "avg_absolute_relative_error": 0.038910505836575876, "avg_limiter": "cpu_anchor", "low_cpu_anchor_fps": 205, "low_gpu_anchor_fps": 243, "low_prediction_fps": 205, "low_actual_fps": 199, "low_signed_error_fps": 6, "low_signed_relative_error": 0.03015075376884422, "low_absolute_relative_error": 0.03015075376884422, "low_limiter": "cpu_anchor" }, { "provider": "TechSpot", "source_article_url": "https://www.techspot.com/review/3017-ryzen-9800x3d-vs-7600x-cpu-scaling/", "chart_id": "KCD-1M", "chart_url": "https://www.techspot.com/articles-info/3017/bench/KCD-1M.png", "chart_sha256": "4ebe28a583eda105a11834375b4170a8cf7a5d3832ce300d67b3074e76458500", "game": "Kingdom Come: Deliverance II", "resolution": "1920x1080", "preset": "Medium Quality", "test_scene": "Benchmark scene not identified in this source article.", "frame_generation_state": "not_explicitly_documented_in_source", "ray_tracing_state": "not_explicitly_documented_in_source", "target_key": "KCD-1M|Ryzen 5 7600X|Radeon RX 9070", "target_cpu": "Ryzen 5 7600X", "target_gpu": "Radeon RX 9070", "cpu_anchor_key": "KCD-1M|Ryzen 5 7600X|GeForce RTX 5090", "cpu_anchor_cpu": "Ryzen 5 7600X", "cpu_anchor_gpu": "GeForce RTX 5090", "gpu_anchor_key": "KCD-1M|Ryzen 7 9800X3D|Radeon RX 9070", "gpu_anchor_cpu": "Ryzen 7 9800X3D", "gpu_anchor_gpu": "Radeon RX 9070", "anchor_keys_exclude_target": true, "avg_cpu_anchor_fps": 247, "avg_gpu_anchor_fps": 212, "avg_prediction_fps": 212, "avg_actual_fps": 212, "avg_signed_error_fps": 0, "avg_signed_relative_error": 0, "avg_absolute_relative_error": 0, "avg_limiter": "gpu_anchor", "low_cpu_anchor_fps": 205, "low_gpu_anchor_fps": 192, "low_prediction_fps": 192, "low_actual_fps": 191, "low_signed_error_fps": 1, "low_signed_relative_error": 0.005235602094240838, "low_absolute_relative_error": 0.005235602094240838, "low_limiter": "gpu_anchor" }, { "provider": "TechSpot", "source_article_url": "https://www.techspot.com/review/3017-ryzen-9800x3d-vs-7600x-cpu-scaling/", "chart_id": "KCD-1M", "chart_url": "https://www.techspot.com/articles-info/3017/bench/KCD-1M.png", "chart_sha256": "4ebe28a583eda105a11834375b4170a8cf7a5d3832ce300d67b3074e76458500", "game": "Kingdom Come: Deliverance II", "resolution": "1920x1080", "preset": "Medium Quality", "test_scene": "Benchmark scene not identified in this source article.", "frame_generation_state": "not_explicitly_documented_in_source", "ray_tracing_state": "not_explicitly_documented_in_source", "target_key": "KCD-1M|Ryzen 5 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